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        "title": "GW240925 and GW250207: Astrophysical Calibration of Gravitational Wave Detectors",
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            {
                "literal": "LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Collaboration"
            },
            {
                "literal": "KAGRA Collaboration"
            }
        ],
        "abstract": "<p>GW240925 and GW250207 are two loud gravitational-wave signals from binary black hole coalescences observed with network signal-to-noise ratios &sim; 32 and &sim; 69 , respectively, by the LIGO Hanford-LIGO Livingston-Virgo network. Gravitational-wave signals from coalescing binaries have characteristic phase and amplitude evolution predicted by general relativity. These signal waveforms, together with measured instrumental calibration uncertainties, are used to infer source parameters. However, for sufficiently loud detections, it is possible to constrain the calibration of the detectors directly using the signals themselves. We present the first informative astrophysical measurements of gravitational-wave detector calibration. For GW240925, we verify the inference of Hanford calibration from the astrophysical signal through cross-checks with known calibration errors obtained from measurements. At the time of GW250207, the Hanford detector was not fully stabilized, leading to elevated calibration uncertainties; thus, astrophysical calibration is essential to obtain accurate data and to enable source localization. These well-localized, high signal-to-noise observations have the potential to offer precise measurements of source properties, stringent tests of general relativity, and informative dark siren measurements, provided that calibration uncertainties are properly incorporated. As detector sensitivity improves, astrophysical calibration will become an increasingly valuable complement to calibration measurements. Obtaining accurate calibration will be essential for precision gravitational-wave science.</p>",
        "doi": "10.1103/gzrj-mwv3",
        "issn": "0031-9007",
        "publisher": "American Physical Society",
        "publication": "Physical Review Letters",
        "publication_date": "2026-08-13",
        "series_number": "7",
        "volume": "137",
        "issue": "7",
        "pages": "071401"
    },
    {
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        "collection": "authors",
        "collection_id": "ecvsv-08h14",
        "cite_using_url": "https://authors.library.caltech.edu/records/ecvsv-08h14",
        "type": "article",
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                "family_name": "Zhao",
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                "given_name": "Y.",
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                "family_name": "Zhong",
                "given_name": "H.",
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            {
                "family_name": "Zhou",
                "given_name": "H."
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                "family_name": "Zhu",
                "given_name": "H. O."
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                "family_name": "Zhu",
                "given_name": "Z.-H.",
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                "given_name": "L."
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                "given_name": "M. E.",
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                "clpid": "Zucker-Michael-E"
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                "given_name": "J.",
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                "clpid": "Zweizig-John"
            },
            {
                "literal": "LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Collaboratio"
            },
            {
                "literal": "KAGRA Collaboration"
            }
        ],
        "abstract": "<p>We analyze data from 142 of the 218 gravitational-wave (GW) sources in the fourth LIGO&ndash;Virgo&ndash;KAGRA Collaboration (LVK) Gravitational-Wave Transient Catalog (GWTC-4.0) to estimate the Hubble constant H 0 jointly with the population properties of merging compact binaries. We measure the luminosity distance and redshifted masses of GW sources directly; in contrast, we infer GW source redshifts statistically through (i) location of features in the compact object mass spectrum and merger rate evolution, and (ii) identifying potential host galaxies in the GW localization volume. Probing the relationship between source luminosity distances and redshifts obtained in this way yields constraints on cosmological parameters. We also constrain parameterized deviations from general relativity that affect GW propagation, specifically those modifying the dependence of a GW signal on the source luminosity distance. Assuming our fiducial model for the source-frame mass distribution and using GW candidates detected up to the end of the fourth observing run (O4a), together with the GLADE+ all-sky galaxy catalog, we estimate H<span class=\"diff-html-added\"><span>\u2080</span></span> = 75 . 4 &minus; 9.1 + 12.8 ( 75 . 4 &minus; 13.3 + 24.5 ) km s<span class=\"diff-html-added\"><span>\u207b</span><span>&sup1;</span></span> Mpc<span class=\"diff-html-added\"><span>\u207b</span><span>&sup1;</span></span>. This value is reported as a median with 68.3% (90%) symmetric credible interval, and includes combination with the H 0 measurement from GW170817 and its electromagnetic counterpart. Using a parameterization of modified GW propagation in terms of the magnitude parameter &Xi; 0 , we estimate &Xi; 0 = 1 . 4 &minus; 0.4 + 1.0 ( 1 . 4 &minus; 0.6 + 2.8 ) , where &Xi; 0 &nbsp;= 1 recovers the behavior of general relativity.</p>",
        "doi": "10.3847/2041-8213/ae69dd",
        "issn": "2041-8205",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal Letters",
        "publication_date": "2026-08-10",
        "series_number": "1",
        "volume": "1007",
        "issue": "1",
        "pages": "L17"
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        "type": "article",
        "title": "Narrowband Searches for Continuous Gravitational Waves from known Pulsars in the First Two Parts of the Fourth LIGO\u2013Virgo\u2013KAGRA Observing Run",
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                "given_name": "J. L.",
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                "given_name": "A. B.",
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                "given_name": "D. J.",
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            {
                "family_name": "Romero",
                "given_name": "G. E.",
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            {
                "family_name": "Shannon",
                "given_name": "R. M.",
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            {
                "family_name": "Shaw",
                "given_name": "B.",
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                "given_name": "I. H.",
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            {
                "family_name": "Stappers",
                "given_name": "B. W.",
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            {
                "family_name": "Theureau",
                "given_name": "G.",
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            {
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                "given_name": "P.",
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            {
                "family_name": "Zubieta",
                "given_name": "E.",
                "orcid": "0009-0009-5593-367X"
            },
            {
                "literal": "The LIGO Scientific Collaboration, the Virgo Collaboration, and the KAGRA Collaboration"
            }
        ],
        "abstract": "<p>Rotating nonaxisymmetric neutron stars (NSs) are promising sources for continuous gravitational waves (CWs). CWs may, if detected, inform us about the internal structure and equation of state of NSs. Here, we present a narrowband search for CWs from known pulsars, for which a matched-filter search can be applied. Narrowband searches are robust to mismatches between electromagnetic (EM) and gravitational emissions, in contrast to fully targeted searches where they are assumed to be phase-locked. In this work, we search for the CW counterparts emitted by 34 pulsars using data from the first and second parts of the fourth LIGO&ndash;Virgo&ndash;KAGRA observing run. We use the 5n-vector narrowband pipeline, which applies frequency-domain matched filtering. In previous searches, it covered a narrow range in the frequency&mdash;frequency time derivative ( f &mdash; f \u0307 ) space. Here, we also explore a range in the second time derivative of the frequency f \u0308 around the EM observations. Additionally, for the first time, we target sources in a binary system with this kind of search. We find no evidence for CWs and therefore set upper limits on the strain amplitude emitted by each pulsar. For 20 analyses, we report an upper limit below the theoretical spin-down limit. The tightest constraint is for pulsar PSR J0534+2200 (the Crab pulsar), for which our strain upper limit on the CW amplitude corresponds to &le;0.04% of the spin-down power being radiated in the CW channel.</p>",
        "doi": "10.3847/1538-4357/ae77fc",
        "issn": "0004-637X",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal",
        "publication_date": "2026-07-10",
        "series_number": "2",
        "volume": "1005",
        "issue": "2",
        "pages": "221"
    },
    {
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        "collection_id": "71gzw-94990",
        "cite_using_url": "https://authors.library.caltech.edu/records/71gzw-94990",
        "type": "article",
        "title": "GW230814: Investigation of a Loud Gravitational-wave Signal Observed with a Single Detector",
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                "literal": "The LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Collaboration"
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            {
                "literal": "KAGRA Collaboration"
            }
        ],
        "abstract": "<p>GW230814, detected by the LIGO Livingston observatory with a signal-to-noise ratio of 42.4, represents the loudest gravitational-wave signal in the GWTC-4.0 catalog. Its source is consistent with a binary black hole coalescence with component masses m<span class=\"diff-html-added\"><span>\u2081</span></span> = 33.7 &minus; 2.2 + 2.9 M\u2299 and m<span class=\"diff-html-added\"><span>\u2082</span></span> = 28.2 &minus; 3.1 + 2.2 M\u2299 and a small effective inspiral spin &chi;eff = &minus; 0.01 &minus; 0.07 + 0.06. The high signal-to-noise ratio enabled us to detect an \u2113 &nbsp;= \u2223 m \u2223 = 4 mode in the inspiral&ndash;merger&ndash;ringdown signal for the first time (with Bayes factor &asymp;10), as well as enabling a range of tests of consistency between theoretical predictions and the observed waveform. While most of these tests show agreement with theoretical predictions, there are suggestions of minor deviations in the ringdown phase. Simulations that incorporate general relativity and realistic detector noise reproduce similar deviations, suggesting that they do not constitute evidence for a breakdown of general relativity. The observation of GW230814 demonstrates that the unprecedented sensitivity of the detectors enables highly significant detections with a single observatory. However, without corroborating data from a multidetector network, the ability to draw rigorous conclusions about fundamental physics remains severely limited.</p>",
        "doi": "10.3847/2041-8213/ae2ad3",
        "issn": "2041-8205",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal Letters",
        "publication_date": "2026-06-20",
        "series_number": "2",
        "volume": "1004",
        "issue": "2",
        "pages": "L23"
    },
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        "title": "GWTC-4.0: Updating the Gravitational-wave Transient Catalog with Observations from the First Part of the Fourth LIGO\u2013Virgo\u2013KAGRA Observing Run",
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            },
            {
                "literal": "LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Collaboration"
            },
            {
                "literal": "KAGRA Collaboration"
            }
        ],
        "abstract": "<p>Version 4.0 of the Gravitational-Wave Transient Catalog (GWTC-4.0) adds new candidates detected by the LIGO, Virgo, and KAGRA observatories through the first part of the fourth observing run (O4a: 2023 May 24 15:00:00 to 2024 January 16 16:00:00 UTC) and a preceding engineering run. In these new data, we find 128 compact binary coalescence candidates that are identified by at least one of our search algorithms with a probability of astrophysical origin p astro &ge; 0.5 and that are not vetoed during event validation. We also provide detailed source property measurements for 86 of these that have a false-alarm rate &lt;1 yr<span class=\"diff-html-added\"><span>\u207b</span><span>&sup1;</span></span>. Based on the inferred component masses, these candidates are consistent with signals from binary black holes (BBHs) and neutron star&ndash;black hole binaries (GW230518_125908 and GW230529_181500). Median-inferred component masses of BBHs in the catalog now range from 5.79M\u2299 (GW230627_015337) to 137M\u2299 (GW231123_135430), while GW231123_135430 was probably produced by the most massive binary observed in the catalog. For the first time, we have discovered BBH signals with network signal-to-noise ratio exceeding 30, GW230814_230901 and GW231226_101520, enabling high-fidelity studies of the waveforms and astrophysical properties of these systems. Combined with the 90 candidates included in GWTC-3.0, the catalog now contains 218 candidates with p astro &ge; 0.5 and not otherwise vetoed, more than doubling the size of the catalog and further opening our view of the gravitational-wave Universe.</p>",
        "doi": "10.3847/2041-8213/ae2c74",
        "issn": "2041-8205",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal Letters",
        "publication_date": "2026-06-20",
        "series_number": "2",
        "volume": "1004",
        "issue": "2",
        "pages": "L22"
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        "title": "Black Hole Spectroscopy and Tests of General Relativity with GW250114",
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                "given_name": "J.",
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            {
                "literal": "LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Collaboration"
            },
            {
                "literal": "KAGRA Collaboration"
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        ],
        "abstract": "The binary black hole signal GW250114, the loudest gravitational wave detected to date, offers a unique opportunity to test Einstein's general relativity (GR) in the high-velocity, strong-gravity regime and probe whether the remnant conforms to the Kerr metric. Upon perturbation, black holes emit a spectrum of damped sinusoids with specific, complex frequencies. Our analysis of the postmerger signal shows that at least two quasinormal modes are required to explain the data, with the most damped remaining statistically significant for about one cycle. We probe the remnant's Kerr nature by constraining the spectroscopic pattern of the dominant quadrupolar (\n                    \n                      \u2113\n                      =\n                      m\n                      =\n                      2\n                    \n                    ) mode and its first overtone to match the Kerr prediction to tens of percent at multiple postpeak times. The measured mode amplitudes and phases agree with a numerical-relativity simulation having parameters close to GW250114. By fitting a parametrized waveform that incorporates the full inspiral-merger-ringdown sequence, we constrain the fundamental\n                    \n                      (\n                      \u2113\n                      =\n                      m\n                      =\n                      4\n                      )\n                    \n                    mode to tens of percent and bound the quadrupolar frequency to within a few percent of the GR prediction. We perform a suite of tests\u2014spanning inspiral, merger, and ringdown\u2014finding constraints that are comparable to, and in some cases 2\u20133 times more stringent than those obtained by combining dozens of events in the fourth Gravitational-Wave Transient Catalog. These results constitute the most stringent single-event verification of GR and the Kerr nature of black holes to date, and outline the power of black-hole spectroscopy for future gravitational-wave observations.",
        "doi": "10.1103/6c61-fm1n",
        "issn": "0031-9007",
        "publisher": "American Physical Society",
        "publication": "Physical Review Letters",
        "publication_date": "2026-01-30",
        "series_number": "4",
        "volume": "136",
        "issue": "4",
        "pages": "041403"
    },
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        "type": "article",
        "title": "GWTC-4.0: An Introduction to Version 4.0 of the Gravitational-Wave Transient Catalog",
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            {
                "literal": "LIGO Scientific Collaboration"
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            {
                "literal": "Virgo Collaboration"
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            {
                "literal": "KAGRA Collaboration"
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        ],
        "abstract": "<p>The Gravitational-Wave Transient Catalog (GWTC) is a collection of short-duration (transient) gravitational-wave signals identified by the LIGO&ndash;Virgo&ndash;KAGRA Collaboration in gravitational-wave data produced by the eponymous detectors. The catalog provides information about the identified candidates, such as the arrival time and amplitude of the signal and properties of the signal's source as inferred from the observational data. GWTC is the data release of this dataset, and version 4.0 extends the catalog to include observations made during the first part of the fourth LIGO&ndash;Virgo&ndash;KAGRA observing run up until 2024 January 31. This Letter marks an introduction to a collection of articles related to this version of the catalog, GWTC-4.0. The collection of articles accompanying the catalog provides documentation of the methods used to analyze the data, summaries of the catalog of events, observational measurements drawn from the population, and detailed discussions of selected candidates.</p>",
        "doi": "10.3847/2041-8213/ae0c06",
        "issn": "2041-8205",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal Letters",
        "publication_date": "2025-12-10",
        "series_number": "1",
        "volume": "995",
        "issue": "1",
        "pages": "L18"
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                "family_name": "Zhang",
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            {
                "family_name": "Zhao",
                "given_name": "C.",
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            {
                "family_name": "Zhao",
                "given_name": "Yue"
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            {
                "family_name": "Zhao",
                "given_name": "Yuhang"
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                "family_name": "Zhao",
                "given_name": "Z.-C.",
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                "family_name": "Zheng",
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            {
                "family_name": "Zhong",
                "given_name": "H.",
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            },
            {
                "family_name": "Zhou",
                "given_name": "H."
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                "family_name": "Zhu",
                "given_name": "H. O."
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                "family_name": "Zhu",
                "given_name": "Z.-H.",
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                "family_name": "Zimmerman",
                "given_name": "A. B.",
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            },
            {
                "family_name": "Zimmermann",
                "given_name": "L."
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                "family_name": "Zlochower",
                "given_name": "Y."
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            {
                "family_name": "Zucker",
                "given_name": "M. E.",
                "orcid": "0000-0002-2544-1596",
                "clpid": "Zucker-Michael-E"
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            {
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                "given_name": "J.",
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                "clpid": "Zweizig-John"
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            {
                "literal": "LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Collaboration"
            },
            {
                "literal": "KAGRA Collaboration"
            }
        ],
        "abstract": "<div>\n<p>We report the observation of gravitational waves from two binary black hole coalescences during the fourth observing run of the LIGO&ndash;Virgo&ndash;KAGRA detector network, GW241011 and GW241110. The sources of these two signals are characterized by rapid and precisely measured primary spins, nonnegligible spin&ndash;orbit misalignment, and unequal mass ratios between their constituent black holes. These properties are characteristic of binaries in which the more massive object was itself formed from a previous binary black hole merger and suggest that the sources of GW241011 and GW241110 may have formed in dense stellar environments in which repeated mergers can take place. As the third-loudest gravitational-wave event published to date, with a median network signal-to-noise ratio of 36.0, GW241011 furthermore yields stringent constraints on the Kerr nature of black holes, the multipolar structure of gravitational-wave generation, and the existence of ultralight bosons within the mass range 10<sup>&minus;13</sup>&ndash;10<sup>&minus;12</sup> eV.</p>\n</div>",
        "doi": "10.3847/2041-8213/ae0d54",
        "issn": "2041-8205",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal Letters",
        "publication_date": "2025-11-01",
        "series_number": "1",
        "volume": "993",
        "issue": "1",
        "pages": "L21"
    },
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        "type": "article",
        "title": "GW231123: A Binary Black Hole Merger with Total Mass 190\u2013265 M\u2299",
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                "given_name": "J.",
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        ],
        "abstract": "<p>On 2023 November 23, the two LIGO observatories both detected GW231123, a gravitational-wave signal consistent with the merger of two black holes with masses 137_(&minus;18)^(+23) M<span>\u2299</span> and 101_(<span>&minus;</span>50)+^(+22) M<span>\u2299</span> (90% credible intervals), at a luminosity distance of 0.7<span>&ndash;</span>4.1 Gpc, a redshift of 0.40_(<span>&minus;</span>0.25)^(+0.27), and with a network signal-to-noise ratio of <span>&sim;</span>20.7. Both black holes exhibit high spins<span>&mdash;</span> 0.90_(<span>&minus;</span>0.19)^(+0.10) and 0.80_(<span>&minus;</span>0.52)^(+0.20), respectively. A massive black hole remnant is supported by an independent ringdown analysis. Some properties of GW231123 are subject to large systematic uncertainties, as indicated by differences in the inferred parameters between signal models. The primary black hole lies within or above the theorized mass gap where black holes between 60&ndash;130 M<span>\u2299</span> should be rare, due to pair-instability mechanisms, while the secondary spans the gap. The observation of GW231123 therefore suggests the formation of black holes from channels beyond standard stellar collapse and that intermediate-mass black holes of mass <span>&sim;</span>200 M<span>\u2299</span> form through gravitational-wave-driven mergers.</p>",
        "doi": "10.3847/2041-8213/ae0c9c",
        "issn": "2041-8205",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal Letters",
        "publication_date": "2025-11-01",
        "series_number": "1",
        "volume": "993",
        "issue": "1",
        "pages": "L25"
    },
    {
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        "collection_id": "v3cxg-4ah29",
        "cite_using_url": "https://authors.library.caltech.edu/records/v3cxg-4ah29",
        "type": "article",
        "title": "Scalable matched-filtering pipeline for gravitational-wave searches of compact binary mergers",
        "author": [
            {
                "family_name": "Huang",
                "given_name": "Yun-Jing",
                "orcid": "0000-0002-2952-8429"
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            {
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                "given_name": "Chad",
                "orcid": "0000-0002-0965-7493"
            },
            {
                "family_name": "Ewing",
                "given_name": "Becca"
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            {
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                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
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            {
                "family_name": "Gonsalves",
                "given_name": "Joshua"
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan"
            },
            {
                "family_name": "Messick",
                "given_name": "Cody",
                "orcid": "0000-0002-8230-3309"
            },
            {
                "family_name": "Tsukada",
                "given_name": "Leo"
            },
            {
                "family_name": "Yarbrough",
                "given_name": "Zach"
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            {
                "family_name": "Joshi",
                "given_name": "Prathamesh",
                "orcid": "0000-0002-4148-4932"
            },
            {
                "family_name": "Kennington",
                "given_name": "James",
                "orcid": "0000-0002-6899-3833"
            },
            {
                "family_name": "Niu",
                "given_name": "Wanting"
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            {
                "family_name": "Rollins",
                "given_name": "Jameson",
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                "clpid": "Rollins-J-G"
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                "family_name": "Shah",
                "given_name": "Urja",
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        ],
        "abstract": "<p>As gravitational-wave observations expand in scope and detection rate, the data analysis infrastructure must be modernized to accommodate rising computational demands and ensure sustainability. We present a scalable gravitational-wave search pipeline that modernizes the&nbsp;<span>g</span>st<span>lal</span>&nbsp;pipeline by adapting the core filtering engine to the&nbsp;<span>p</span>y<span>t</span>orch framework, enabling flexible execution on both central processing units (CPUs) and graphics processing units (GPUs). Offline search results on the same 8.8&nbsp;day stretch of public gravitational-wave data indicate that the&nbsp;<span>g</span>st<span>lal</span>&nbsp;and the&nbsp;<span>p</span>y<span>t</span>orch adaptation demonstrate comparable search performance, even with float16 precision. Lastly, computational benchmarking results show that the&nbsp;<span>p</span>y<span>t</span>orch adaptation executed on an A100 GPU achieves speedups of up to 169 times in the GPU float16 configuration and 123 times in the GPU float32 configuration, compared to&nbsp;<span>g</span>st<span>lal</span>&rsquo;s performance on a single CPU core.</p>",
        "doi": "10.1103/m7bv-c7rm",
        "issn": "2470-0010",
        "publisher": "American Physical Society",
        "publication": "Physical Review D",
        "publication_date": "2025-10-06",
        "series_number": "8",
        "volume": "112",
        "issue": "8",
        "pages": "082002"
    },
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        "type": "article",
        "title": "GW250114: Testing Hawking's Area Law and the Kerr Nature of Black Holes",
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                "family_name": "Abac",
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                "given_name": "I."
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            {
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                "given_name": "F.",
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            {
                "family_name": "Ackley",
                "given_name": "K.",
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            {
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            {
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            {
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                "given_name": "D."
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                "family_name": "Adhikari",
                "given_name": "N.",
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            {
                "family_name": "Adhikari",
                "given_name": "R.\u2009X.",
                "orcid": "0000-0002-5731-5076",
                "clpid": "Adhikari-R-X"
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            {
                "family_name": "Adkins",
                "given_name": "V.\u2009K."
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            {
                "family_name": "Afroz",
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                "orcid": "0009-0004-4459-2981"
            },
            {
                "family_name": "Agapito",
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                "given_name": "N."
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                "family_name": "Aggarwal",
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                "family_name": "Ahrend",
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                "family_name": "Ain",
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                "given_name": "P.",
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                "family_name": "Al-Kershi",
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                "family_name": "Al-Shammari",
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            {
                "family_name": "Ali",
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                "family_name": "All\u00e9n\u00e9",
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            {
                "family_name": "Allocca",
                "given_name": "A.",
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                "family_name": "Altin",
                "given_name": "P.\u2009A.",
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                "family_name": "Alvarez-Lopez",
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                "family_name": "Amar",
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                "family_name": "Amarasinghe",
                "given_name": "O."
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                "family_name": "Amato",
                "given_name": "A.",
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            {
                "literal": "LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Scientific Collaboration"
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            {
                "literal": "KAGRA Scientific Collaboration"
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        ],
        "abstract": "<p>The gravitational-wave signal GW250114 was observed by the two LIGO detectors with a network matched-filter signal-to-noise ratio of 80. The signal was emitted by the coalescence of two black holes with near-equal masses m<span><span>\u2081 </span></span>= 33.6_(&minus;0.8)^(+1.2)M\u2299 and m<span><span>\u2082 </span></span>= 32.2_(&minus;1.3)^(+0.8)M\u2299, and small spins &chi;1,2 &le; 0.26 (90% credibility) and negligible eccentricity e &le; 0.03. Postmerger data excluding the peak region are consistent with the dominant quadrupolar (\u2113 = |m| = 2) mode of a Kerr black hole and its first overtone. We constrain the modes' frequencies to &plusmn;30% of the Kerr spectrum, providing a test of the remnant's Kerr nature. We also examine Hawking's area law, also known as the second law of black hole mechanics, which states that the total area of the black hole event horizons cannot decrease with time. A range of analyses that exclude up to five of the strongest merger cycles confirm that the remnant area is larger than the sum of the initial areas to high credibility.</p>",
        "doi": "10.1103/kw5g-d732",
        "issn": "0031-9007",
        "publisher": "American Physical Society",
        "publication": "Physical Review Letters",
        "publication_date": "2025-09-10",
        "series_number": "11",
        "volume": "135",
        "issue": "11",
        "pages": "111403"
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                "family_name": "Zhang",
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                "family_name": "Zhang",
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                "family_name": "Zhang",
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            {
                "family_name": "Zhao",
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                "family_name": "Zhao",
                "given_name": "Yue"
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                "family_name": "Zhao",
                "given_name": "Yuhang",
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            {
                "family_name": "Zheng",
                "given_name": "Y.",
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            },
            {
                "family_name": "Zhong",
                "given_name": "H.",
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            {
                "family_name": "Zhou",
                "given_name": "R."
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                "family_name": "Zhu",
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                "family_name": "Zhu",
                "given_name": "Z.-H.",
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            },
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                "family_name": "Zimmerman",
                "given_name": "A. B.",
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            },
            {
                "family_name": "Zucker",
                "given_name": "M. E.",
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                "clpid": "Zucker-Michael-E"
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            {
                "family_name": "Zweizig",
                "given_name": "J.",
                "orcid": "0000-0002-1521-3397",
                "clpid": "Zweizig-John"
            },
            {
                "literal": "LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Collaboration"
            },
            {
                "literal": "KAGRA Collaboration"
            }
        ],
        "abstract": "<div class=\"article-text wd-jnl-art-abstract cf\">\n<p>We present the results of a search for gravitational-wave transients associated with core-collapse supernova SN 2023ixf, which was observed in the galaxy Messier 101 via optical emission on 2023 May 19, during the LIGO&ndash;Virgo&ndash;KAGRA 15th Engineering Run. We define a five-day on-source window during which an accompanying gravitational-wave signal may have occurred. No gravitational waves have been identified in data when at least two gravitational-wave observatories were operating, which covered &sim;14% of this five-day window. We report the search detection efficiency for various possible gravitational-wave emission models. Considering the distance to M101 (6.7 Mpc), we derive constraints on the gravitational-wave emission mechanism of core-collapse supernovae across a broad frequency spectrum, ranging from 50 Hz to 2 kHz, where we assume the gravitational-wave emission occurred when coincident data are available in the on-source window. Considering an ellipsoid model for a rotating proto-neutron star, our search is sensitive to gravitational-wave energy 1&nbsp;&times;&nbsp;10<sup>&minus;4</sup>&nbsp;<em>M</em><sub>\u2299</sub><em>c</em><sup>2</sup>&nbsp;and luminosity 2.6&nbsp;&times;&nbsp;10<sup>&minus;4</sup>&nbsp;<em>M</em><sub>\u2299</sub><em>c</em><sup>2</sup>&nbsp;s<sup>&minus;1</sup> for a source emitting at 82 Hz. These constraints are around an order of magnitude more stringent than those obtained so far with gravitational-wave data. The constraint on the ellipticity of the proto-neutron star that is formed is as low as 1.08, at frequencies above 1200 Hz, surpassing past results.</p>\n</div>",
        "doi": "10.3847/1538-4357/adc681",
        "issn": "0004-637X",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal",
        "publication_date": "2025-06-01",
        "series_number": "2",
        "volume": "985",
        "issue": "2",
        "pages": "183"
    },
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        "type": "article",
        "title": "Search for Continuous Gravitational Waves from Known Pulsars in the First Part of the Fourth LIGO-Virgo-KAGRA Observing Run",
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                "given_name": "J. L.",
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                "given_name": "G.",
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                "family_name": "Thompson",
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        ],
        "abstract": "<div class=\"article-text wd-jnl-art-abstract cf\">\n<p>Continuous gravitational waves (CWs) emission from neutron stars carries information about their internal structure and equation of state, and it can provide tests of general relativity. We present a search for CWs from a set of 45 known pulsars in the first part of the fourth LIGO&ndash;Virgo&ndash;KAGRA observing run, known as O4a. We conducted a targeted search for each pulsar using three independent analysis methods considering single-harmonic and dual-harmonic emission models. We find no evidence of a CW signal in O4a data for both models and set upper limits on the signal amplitude and on the ellipticity, which quantifies the asymmetry in the neutron star mass distribution. For the single-harmonic emission model, 29 targets have the upper limit on the amplitude below the theoretical spin-down limit. The lowest upper limit on the amplitude is 6.4&nbsp;&times;&nbsp;10<sup>&minus;27</sup>&nbsp;for the young energetic pulsar J0537&minus;6910, while the lowest constraint on the ellipticity is 8.8&nbsp;&times;&nbsp;10<sup>&minus;9</sup> for the bright nearby millisecond pulsar J0437&minus;4715. Additionally, for a subset of 16 targets, we performed a narrowband search that is more robust regarding the emission model, with no evidence of a signal. We also found no evidence of nonstandard polarizations as predicted by the Brans&ndash;Dicke theory.</p>\n</div>",
        "doi": "10.3847/1538-4357/adb3a0",
        "issn": "0004-637X",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal",
        "publication_date": "2025-04-20",
        "series_number": "2",
        "volume": "983",
        "issue": "2",
        "pages": "99"
    },
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        "title": "A Search Using GEO600 for Gravitational Waves Coincident with Fast Radio Bursts from SGR 1935+2154",
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                "family_name": "Zhang",
                "given_name": "T.",
                "orcid": "0000-0001-5278-4220"
            },
            {
                "family_name": "Zhang",
                "given_name": "Y.",
                "orcid": "0000-0002-5756-7900"
            },
            {
                "family_name": "Zhao",
                "given_name": "C.",
                "orcid": "0000-0001-5825-2401"
            },
            {
                "family_name": "Zhao",
                "given_name": "Yue"
            },
            {
                "family_name": "Zhao",
                "given_name": "Yuhang",
                "orcid": "0000-0003-2542-4734"
            },
            {
                "family_name": "Zheng",
                "given_name": "Y.",
                "orcid": "0000-0002-5432-1331"
            },
            {
                "family_name": "Zhong",
                "given_name": "H.",
                "orcid": "0000-0001-8324-5158"
            },
            {
                "family_name": "Zhou",
                "given_name": "R."
            },
            {
                "family_name": "Zhu",
                "given_name": "X.-J.",
                "orcid": "0000-0001-7049-6468"
            },
            {
                "family_name": "Zhu",
                "given_name": "Z.-H.",
                "orcid": "0000-0002-3567-6743"
            },
            {
                "family_name": "Zucker",
                "given_name": "M. E.",
                "orcid": "0000-0002-2544-1596",
                "clpid": "Zucker-Michael-E"
            },
            {
                "family_name": "Zweizig",
                "given_name": "J.",
                "orcid": "0000-0002-1521-3397",
                "clpid": "Zweizig-John"
            },
            {
                "literal": "The LIGO Scientific Collaboration, the Virgo Collaboration, and the KAGRA Collaboration"
            }
        ],
        "abstract": "<div class=\"article-text wd-jnl-art-abstract cf\">\n<p>The magnetar SGR 1935+2154 is the only known Galactic source of fast radio bursts (FRBs). FRBs from SGR 1935+2154 were first detected by the Canadian Hydrogen Intensity Mapping Experiment (CHIME)/FRB and the Survey for Transient Astronomical Radio Emission 2 in 2020 April, after the conclusion of the LIGO, Virgo, and KAGRA Collaborations&rsquo; O3 observing run. Here, we analyze four periods of gravitational wave (GW) data from the GEO600 detector coincident with four periods of FRB activity detected by CHIME/FRB, as well as X-ray glitches and X-ray bursts detected by NICER and NuSTAR close to the time of one of the FRBs. We do not detect any significant GW emission from any of the events. Instead, using a short-duration GW search (for bursts &le;1 s) we derive 50% (90%) upper limits of 10<sup>48</sup>&nbsp;(10<sup>49</sup>) erg for GWs at 300 Hz and 10<sup>49</sup>&nbsp;(10<sup>50</sup>) erg at 2 kHz, and constrain the GW-to-radio energy ratio to &le;10<sup>14</sup>&minus;10<sup>16</sup>. We also derive upper limits from a long-duration search for bursts with durations between 1 and 10 s. These represent the strictest upper limits on concurrent GW emission from FRBs.</p>\n</div>",
        "doi": "10.3847/1538-4357/ad8de0",
        "issn": "0004-637X",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal",
        "publication_date": "2024-12-20",
        "series_number": "2",
        "volume": "977",
        "issue": "2",
        "pages": "255"
    },
    {
        "id": "authors:7krdy-ext86",
        "collection": "authors",
        "collection_id": "7krdy-ext86",
        "cite_using_url": "https://authors.library.caltech.edu/records/7krdy-ext86",
        "type": "article",
        "title": "Searching for Asymmetric and Heavily Precessing Binary Black Holes in the Gravitational Wave Data from the LIGO Third Observing Run",
        "author": [
            {
                "family_name": "Schmidt",
                "given_name": "Stefano",
                "orcid": "0000-0002-8206-8089"
            },
            {
                "family_name": "Caudill",
                "given_name": "Sarah"
            },
            {
                "family_name": "Creighton",
                "given_name": "Jolien D.\u2009E.",
                "orcid": "0000-0003-3600-2406"
            },
            {
                "family_name": "Tsukada",
                "given_name": "Leo",
                "orcid": "0000-0003-0596-5648"
            },
            {
                "family_name": "Doke",
                "given_name": "Anushka",
                "orcid": "0000-0003-3895-7994"
            },
            {
                "family_name": "Jain",
                "given_name": "Manvi",
                "orcid": "0009-0001-0302-2788"
            },
            {
                "family_name": "Ray",
                "given_name": "Anarya"
            },
            {
                "family_name": "Adhicary",
                "given_name": "Shomik",
                "orcid": "0009-0004-2101-5428"
            },
            {
                "family_name": "Baral",
                "given_name": "Pratyusava",
                "orcid": "0000-0001-6308-211X"
            },
            {
                "family_name": "Baylor",
                "given_name": "Amanda"
            },
            {
                "family_name": "Cannon",
                "given_name": "Kipp"
            },
            {
                "family_name": "Cousins",
                "given_name": "Bryce",
                "orcid": "0000-0002-7026-1340"
            },
            {
                "family_name": "Ewing",
                "given_name": "Becca"
            },
            {
                "family_name": "Fong",
                "given_name": "Heather"
            },
            {
                "family_name": "George",
                "given_name": "Richard N.",
                "orcid": "0000-0002-7797-7683"
            },
            {
                "family_name": "Godwin",
                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            },
            {
                "family_name": "Hanna",
                "given_name": "Chad",
                "orcid": "0000-0002-0965-7493"
            },
            {
                "family_name": "Harada",
                "given_name": "Reiko",
                "orcid": "0009-0004-8742-6174"
            },
            {
                "family_name": "Huang",
                "given_name": "Yun-Jing"
            },
            {
                "family_name": "Huxford",
                "given_name": "Rachael"
            },
            {
                "family_name": "Joshi",
                "given_name": "Prathamesh",
                "orcid": "0000-0002-4148-4932"
            },
            {
                "family_name": "Kennington",
                "given_name": "James",
                "orcid": "0000-0002-6899-3833"
            },
            {
                "family_name": "Kuwahara",
                "given_name": "Soichiro"
            },
            {
                "family_name": "Li",
                "given_name": "Alvin K.\u2009Y.",
                "orcid": "0000-0001-6728-6523",
                "clpid": "Li-Ka-Yue-Alvin"
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan-S"
            },
            {
                "family_name": "Meacher",
                "given_name": "Duncan"
            },
            {
                "family_name": "Messick",
                "given_name": "Cody",
                "orcid": "0000-0002-8230-3309"
            },
            {
                "family_name": "Morisaki",
                "given_name": "Soichiro"
            },
            {
                "family_name": "Mukherjee",
                "given_name": "Debnandini",
                "orcid": "0000-0001-7335-9418"
            },
            {
                "family_name": "Niu",
                "given_name": "Wanting",
                "orcid": "0000-0003-1470-532X"
            },
            {
                "family_name": "Pace",
                "given_name": "Alex"
            },
            {
                "family_name": "Posnansky",
                "given_name": "Cort",
                "orcid": "0009-0009-7137-9795"
            },
            {
                "family_name": "Sachdev",
                "given_name": "Surabhi",
                "orcid": "0000-0002-0525-2317"
            },
            {
                "family_name": "Sakon",
                "given_name": "Shio",
                "orcid": "0000-0002-5861-3024"
            },
            {
                "family_name": "Singh",
                "given_name": "Divya",
                "orcid": "0000-0001-9675-4584"
            },
            {
                "family_name": "Shah",
                "given_name": "Urja",
                "orcid": "0000-0001-8249-7425"
            },
            {
                "family_name": "Tapia",
                "given_name": "Ron"
            },
            {
                "family_name": "Tsutsui",
                "given_name": "Takuya"
            },
            {
                "family_name": "Ueno",
                "given_name": "Koh"
            },
            {
                "family_name": "Viets",
                "given_name": "Aaron",
                "orcid": "0000-0002-4241-1428"
            },
            {
                "family_name": "Wade",
                "given_name": "Leslie",
                "orcid": "0000-0002-8135-9351"
            },
            {
                "family_name": "Wade",
                "given_name": "Madeline",
                "orcid": "0000-0002-5703-4469"
            }
        ],
        "abstract": "<p>Leveraging the features of the GstLAL pipeline, we present the results of a matched filtering search for asymmetric binary black hole systems with heavily misaligned spins in LIGO and Virgo data taken during the third observing run. Our target systems show strong imprints of precession whereas current searches have nonoptimal sensitivity in detecting them. After measuring the sensitivity improvement brought by our search over standard spin-aligned searches, we report the detection of 30 gravitational wave events already discovered in the latest version of the Gravitational Wave Transient Catalog. However, we do not find any additional significant gravitational wave candidates. Our results allow us to place an upper limit of \ud835\udc4590%=0.2\u20628+0.33&minus;0.04&thinsp;&thinsp;Gpc&minus;3&thinsp;yr&minus;1 on the merger rate of a hypothetical subpopulation of asymmetric, heavily precessing signals, not identified by other searches. Since our upper limit is consistent with the latest rate estimates from the LIGO-Virgo-KAGRA Collaboration, our findings rule out the existence of a yet-to-be-discovered population of precessing binaries.</p>",
        "doi": "10.1103/physrevlett.133.201401",
        "issn": "0031-9007",
        "publisher": "American Physical Society",
        "publication": "Physical Review Letters",
        "publication_date": "2024-11-15",
        "series_number": "20",
        "volume": "133",
        "issue": "20",
        "pages": "201401"
    },
    {
        "id": "authors:6ervb-6re15",
        "collection": "authors",
        "collection_id": "6ervb-6re15",
        "cite_using_url": "https://authors.library.caltech.edu/records/6ervb-6re15",
        "type": "article",
        "title": "Search for Eccentric Black Hole Coalescences during the Third Observing Run of LIGO and Virgo",
        "author": [
            {
                "family_name": "Abac",
                "given_name": "A. G.",
                "orcid": "0000-0003-4786-2698"
            },
            {
                "family_name": "Abbott",
                "given_name": "R.",
                "clpid": "Abbott-Richard"
            },
            {
                "family_name": "Abe",
                "given_name": "H."
            },
            {
                "family_name": "Acernese",
                "given_name": "F.",
                "orcid": "0000-0003-3103-3473"
            },
            {
                "family_name": "Ackley",
                "given_name": "K.",
                "orcid": "0000-0002-8648-0767"
            },
            {
                "family_name": "Adamcewicz",
                "given_name": "C.",
                "orcid": "0000-0001-5525-6255"
            },
            {
                "family_name": "Adhicary",
                "given_name": "S.",
                "orcid": "0009-0004-2101-5428"
            },
            {
                "family_name": "Adhikari",
                "given_name": "N.",
                "orcid": "0000-0002-4559-8427"
            },
            {
                "family_name": "Adhikari",
                "given_name": "R. X.",
                "orcid": "0000-0002-5731-5076",
                "clpid": "Adhikari-R-X"
            },
            {
                "family_name": "Adkins",
                "given_name": "V. K."
            },
            {
                "family_name": "Adya",
                "given_name": "V. B.",
                "orcid": "0000-0003-4955-6280"
            },
            {
                "family_name": "Affeldt",
                "given_name": "C."
            },
            {
                "family_name": "Agarwal",
                "given_name": "D."
            },
            {
                "family_name": "Agathos",
                "given_name": "M.",
                "orcid": "0000-0002-9072-1121"
            },
            {
                "family_name": "Aguiar",
                "given_name": "O. D.",
                "orcid": "0000-0002-2139-4390"
            },
            {
                "family_name": "Aguilar",
                "given_name": "I."
            },
            {
                "family_name": "Aiello",
                "given_name": "L.",
                "orcid": "0000-0003-2771-8816"
            },
            {
                "family_name": "Ain",
                "given_name": "A.",
                "orcid": "0000-0003-4534-4619"
            },
            {
                "family_name": "Ajith",
                "given_name": "P.",
                "orcid": "0000-0001-7519-2439"
            },
            {
                "family_name": "Akutsu",
                "given_name": "T.",
                "orcid": "0000-0003-0733-7530"
            },
            {
                "family_name": "Albanesi",
                "given_name": "S.",
                "orcid": "0000-0001-7345-4415"
            },
            {
                "family_name": "Alfaidi",
                "given_name": "R. A.",
                "orcid": "0000-0002-6108-4979"
            },
            {
                "family_name": "Al-Jodah",
                "given_name": "A.",
                "orcid": "0000-0003-4536-1240"
            },
            {
                "family_name": "All\u00e9n\u00e9",
                "given_name": "C.",
                "orcid": "0009-0001-3859-5420"
            },
            {
                "family_name": "Allocca",
                "given_name": "A.",
                "orcid": "0000-0002-5288-1351"
            },
            {
                "family_name": "Almualla",
                "given_name": "M."
            },
            {
                "family_name": "Altin",
                "given_name": "P. A.",
                "orcid": "0000-0001-8193-5825"
            },
            {
                "family_name": "\u00c1lvarez-L\u00f3pez",
                "given_name": "S."
            },
            {
                "family_name": "Amato",
                "given_name": "A.",
                "orcid": "0000-0001-9557-651X"
            },
            {
                "family_name": "Amez-Droz",
                "given_name": "L.",
                "orcid": "0000-0003-1582-5905"
            },
            {
                "family_name": "Amorosi",
                "given_name": "A."
            },
            {
                "family_name": "Anand",
                "given_name": "S.",
                "orcid": "0000-0003-3768-7515",
                "clpid": "Anand-Shreya"
            },
            {
                "family_name": "Ananyeva",
                "given_name": "A.",
                "clpid": "Ananyeva-Alena"
            },
            {
                "family_name": "Andersen",
                "given_name": "R."
            },
            {
                "family_name": "Anderson",
                "given_name": "S. B.",
                "orcid": "0000-0003-2219-9383",
                "clpid": "Anderson-Stuart-B"
            },
            {
                "family_name": "Anderson",
                "given_name": "W. G.",
                "orcid": "0000-0003-0482-5942",
                "clpid": "Anderson-Warren-G"
            },
            {
                "family_name": "Andia",
                "given_name": "M.",
                "orcid": "0000-0003-3675-9126"
            },
            {
                "family_name": "Ando",
                "given_name": "M.",
                "orcid": "0000-0002-8865-9998"
            },
            {
                "family_name": "Andrade",
                "given_name": "T."
            },
            {
                "family_name": "Andres",
                "given_name": "N.",
                "orcid": "0000-0002-5360-943X"
            },
            {
                "family_name": "Andr\u00e9s-Carcasona",
                "given_name": "M.",
                "orcid": "0000-0002-8738-1672"
            },
            {
                "family_name": "Andri\u0107",
                "given_name": "T.",
                "orcid": "0000-0002-9277-9773"
            },
            {
                "family_name": "Ansoldi",
                "given_name": "S.",
                "orcid": "0000-0002-5613-7693"
            },
            {
                "family_name": "Antelis",
                "given_name": "J. M.",
                "orcid": "0000-0003-3377-0813"
            },
            {
                "family_name": "Antier",
                "given_name": "S.",
                "orcid": "0000-0002-7686-3334"
            },
            {
                "family_name": "Aoumi",
                "given_name": "M."
            },
            {
                "family_name": "Apostolatos",
                "given_name": "T."
            },
            {
                "family_name": "Appavuravther",
                "given_name": "E. Z."
            },
            {
                "family_name": "Appert",
                "given_name": "S.",
                "clpid": "Appert-Stephen"
            },
            {
                "family_name": "Apple",
                "given_name": "S. K."
            },
            {
                "family_name": "Arai",
                "given_name": "K.",
                "orcid": "0000-0001-8916-8915",
                "clpid": "Arai-Koji"
            },
            {
                "family_name": "Araya",
                "given_name": "A.",
                "orcid": "0000-0002-6884-2875"
            },
            {
                "family_name": "Araya",
                "given_name": "M. C.",
                "orcid": "0000-0002-6018-6447",
                "clpid": "Araya-Melody-C"
            },
            {
                "family_name": "Areeda",
                "given_name": "J. S.",
                "orcid": "0000-0003-0266-7936"
            },
            {
                "family_name": "Aritomi",
                "given_name": "N.",
                "orcid": "0000-0003-4424-7657"
            },
            {
                "family_name": "Armato",
                "given_name": "F.",
                "orcid": "0000-0002-8856-8877"
            },
            {
                "family_name": "Arnaud",
                "given_name": "N.",
                "orcid": "0000-0001-6589-8673"
            },
            {
                "family_name": "Arogeti",
                "given_name": "M.",
                "orcid": "0000-0001-5124-3350"
            },
            {
                "family_name": "Aronson",
                "given_name": "S. M.",
                "orcid": "0000-0001-7080-8177"
            },
            {
                "family_name": "Arun",
                "given_name": "K. G.",
                "orcid": "0000-0002-6960-8538"
            },
            {
                "family_name": "Ashton",
                "given_name": "G.",
                "orcid": "0000-0001-7288-2231"
            },
            {
                "family_name": "Aso",
                "given_name": "Y.",
                "orcid": "0000-0002-1902-6695"
            },
            {
                "family_name": "Assiduo",
                "given_name": "M."
            },
            {
                "family_name": "Assis de Souza Melo",
                "given_name": "S."
            },
            {
                "family_name": "Aston",
                "given_name": "S. M."
            },
            {
                "family_name": "Astone",
                "given_name": "P.",
                "orcid": "0000-0003-4981-4120"
            },
            {
                "family_name": "Aubin",
                "given_name": "F.",
                "orcid": "0000-0003-1613-3142"
            },
            {
                "family_name": "AultONeal",
                "given_name": "K.",
                "orcid": "0000-0002-6645-4473"
            },
            {
                "family_name": "Babak",
                "given_name": "S.",
                "orcid": "0000-0001-7469-4250"
            },
            {
                "family_name": "Badalyan",
                "given_name": "A."
            },
            {
                "family_name": "Badaracco",
                "given_name": "F.",
                "orcid": "0000-0001-8553-7904"
            },
            {
                "family_name": "Badger",
                "given_name": "C."
            },
            {
                "family_name": "Bae",
                "given_name": "S.",
                "orcid": "0000-0003-2429-3357"
            },
            {
                "family_name": "Bagnasco",
                "given_name": "S.",
                "orcid": "0000-0001-6062-6505"
            },
            {
                "family_name": "Bai",
                "given_name": "Y.",
                "clpid": "Bai-Yuntao"
            },
            {
                "family_name": "Baier",
                "given_name": "J. G.",
                "orcid": "0000-0002-4972-1525"
            },
            {
                "family_name": "Bajpai",
                "given_name": "R.",
                "orcid": "0000-0003-0495-5720"
            },
            {
                "family_name": "Baka",
                "given_name": "T."
            },
            {
                "family_name": "Ball",
                "given_name": "M."
            },
            {
                "family_name": "Ballardin",
                "given_name": "G."
            },
            {
                "family_name": "Ballmer",
                "given_name": "S. W."
            },
            {
                "family_name": "Baltus",
                "given_name": "G.",
                "orcid": "0000-0002-0304-8152"
            },
            {
                "family_name": "Banagiri",
                "given_name": "S.",
                "orcid": "0000-0001-7852-7484"
            },
            {
                "family_name": "Banerjee",
                "given_name": "B.",
                "orcid": "0000-0002-8008-2485"
            },
            {
                "family_name": "Bankar",
                "given_name": "D.",
                "orcid": "0000-0002-6068-2993"
            },
            {
                "family_name": "Baral",
                "given_name": "P.",
                "orcid": "0000-0001-6308-211X"
            },
            {
                "family_name": "Barayoga",
                "given_name": "J. C.",
                "clpid": "Barayoga-Juan-C"
            },
            {
                "family_name": "Barber",
                "given_name": "J."
            },
            {
                "family_name": "Barish",
                "given_name": "B. C.",
                "clpid": "Barish-B-C"
            },
            {
                "family_name": "Barker",
                "given_name": "D."
            },
            {
                "family_name": "Barneo",
                "given_name": "P.",
                "orcid": "0000-0002-8883-7280"
            },
            {
                "family_name": "Barone",
                "given_name": "F.",
                "orcid": "0000-0002-8069-8490"
            },
            {
                "family_name": "Barr",
                "given_name": "B.",
                "orcid": "0000-0002-5232-2736"
            },
            {
                "family_name": "Barsotti",
                "given_name": "L.",
                "orcid": "0000-0001-9819-2562"
            },
            {
                "family_name": "Barsuglia",
                "given_name": "M.",
                "orcid": "0000-0002-1180-4050"
            },
            {
                "family_name": "Barta",
                "given_name": "D.",
                "orcid": "0000-0001-6841-550X"
            },
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                "given_name": "A. B.",
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            },
            {
                "family_name": "Yeung",
                "given_name": "S. M. C."
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            {
                "family_name": "Yeung",
                "given_name": "T. Y."
            },
            {
                "family_name": "Yokoyama",
                "given_name": "J.",
                "orcid": "0000-0001-7127-4808"
            },
            {
                "family_name": "Yokozawa",
                "given_name": "T."
            },
            {
                "family_name": "Yoo",
                "given_name": "J.",
                "orcid": "0000-0002-3251-0924"
            },
            {
                "family_name": "Yu",
                "given_name": "H.",
                "orcid": "0000-0002-6011-6190",
                "clpid": "Yu-Hang-LIGO"
            },
            {
                "family_name": "Yuzurihara",
                "given_name": "H.",
                "orcid": "0000-0002-3710-6613"
            },
            {
                "family_name": "Zadro\u017cny",
                "given_name": "A."
            },
            {
                "family_name": "Zannelli",
                "given_name": "A. J."
            },
            {
                "family_name": "Zanolin",
                "given_name": "M."
            },
            {
                "family_name": "Zeeshan",
                "given_name": "M.",
                "orcid": "0000-0002-6494-7303"
            },
            {
                "family_name": "Zelenova",
                "given_name": "T."
            },
            {
                "family_name": "Zendri",
                "given_name": "J.-P."
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            {
                "family_name": "Zevin",
                "given_name": "M.",
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            },
            {
                "family_name": "Zhang",
                "given_name": "J.",
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            {
                "family_name": "Zhang",
                "given_name": "L.",
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                "clpid": "Zhang-Liyuan"
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            {
                "family_name": "Zhang",
                "given_name": "R.",
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            },
            {
                "family_name": "Zhang",
                "given_name": "T."
            },
            {
                "family_name": "Zhang",
                "given_name": "Yanqi"
            },
            {
                "family_name": "Zhang",
                "given_name": "Ya",
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            },
            {
                "family_name": "Zhao",
                "given_name": "C.",
                "orcid": "0000-0001-5825-2401"
            },
            {
                "family_name": "Zhao",
                "given_name": "Yue"
            },
            {
                "family_name": "Zhao",
                "given_name": "Yuhang",
                "orcid": "0000-0003-2542-4734"
            },
            {
                "family_name": "Zheng",
                "given_name": "Y.",
                "orcid": "0000-0002-5432-1331"
            },
            {
                "family_name": "Zhong",
                "given_name": "H.",
                "orcid": "0000-0001-8324-5158"
            },
            {
                "family_name": "Zhou",
                "given_name": "R."
            },
            {
                "family_name": "Zhu",
                "given_name": "Z.-H.",
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            },
            {
                "family_name": "Zimmerman",
                "given_name": "A. B.",
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            },
            {
                "family_name": "Zucker",
                "given_name": "M. E.",
                "orcid": "0000-0002-2544-1596",
                "clpid": "Zucker-Michael-E"
            },
            {
                "family_name": "Zweizig",
                "given_name": "J.",
                "orcid": "0000-0002-1521-3397",
                "clpid": "Zweizig-John"
            },
            {
                "literal": "The LIGO Scientific Collaboration"
            },
            {
                "literal": "The Virgo Collaboration"
            },
            {
                "literal": "The KAGRA Collaboration"
            }
        ],
        "abstract": "<div class=\"article-text wd-jnl-art-abstract cf\">\n<p>Despite the growing number of binary black hole coalescences confidently observed through gravitational waves so far, the astrophysical origin of these binaries remains uncertain. Orbital eccentricity is one of the clearest tracers of binary formation channels. Identifying binary eccentricity, however, remains challenging due to the limited availability of gravitational waveforms that include the effects of eccentricity. Here, we present observational results for a waveform-independent search sensitive to eccentric black hole coalescences, covering the third observing run (O3) of the LIGO and Virgo detectors. We identified no new high-significance candidates beyond those that have already been identified with searches focusing on quasi-circular binaries. We determine the sensitivity of our search to high-mass (total source-frame mass&nbsp;<em>M</em>&nbsp;&gt; 70&nbsp;<em>M</em><sub>\u2299</sub>) binaries covering eccentricities up to 0.3 at 15 Hz emitted gravitational-wave frequency, and use this to compare model predictions to search results. Assuming all detections are indeed quasi-circular, for our fiducial population model, we place a conservative upper limit for the merger rate density of high-mass binaries with eccentricities 0 &lt;&nbsp;<em>e</em>&nbsp;&le; 0.3 at 16.9 Gpc<sup>&minus;3</sup>&nbsp;yr<sup>&minus;1</sup> at the 90% confidence level.</p>\n</div>",
        "doi": "10.3847/1538-4357/ad65ce",
        "issn": "0004-637X",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal",
        "publication_date": "2024-10-01",
        "series_number": "2",
        "volume": "973",
        "issue": "2",
        "pages": "132"
    },
    {
        "id": "authors:3jbcz-hze84",
        "collection": "authors",
        "collection_id": "3jbcz-hze84",
        "cite_using_url": "https://authors.library.caltech.edu/records/3jbcz-hze84",
        "type": "article",
        "title": "Ultralight vector dark matter search using data from the KAGRA O3GK run",
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                "family_name": "Zhang",
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            {
                "family_name": "Zhong",
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                "family_name": "Zhou",
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                "family_name": "Zhu",
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                "given_name": "J.",
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            {
                "literal": "LIGO Scientific"
            },
            {
                "literal": "Virgo Collaboration"
            },
            {
                "literal": "KAGRA Collaboration"
            }
        ],
        "abstract": "<p>Among the various candidates for dark matter (DM), ultralight vector DM can be probed by laser interferometric gravitational wave detectors through the measurement of oscillating length changes in the arm cavities. In this context, KAGRA has a unique feature due to differing compositions of its mirrors, enhancing the signal of vector DM in the length change in the auxiliary channels. Here we present the result of a search for U(1)B-L gauge boson DM using the KAGRA data from auxiliary length channels during the first joint observation run together with GEO600. By applying our search pipeline, which takes into account the stochastic nature of ultralight DM, upper bounds on the coupling strength between the U(1)B-L gauge boson and ordinary matter are obtained for a range of DM masses. While our constraints are less stringent than those derived from previous experiments, this study demonstrates the applicability of our method to the lower-mass vector DM search, which is made difficult in this measurement by the short observation time compared to the auto-correlation timescale of DM.</p>",
        "doi": "10.1103/physrevd.110.042001",
        "issn": "2470-0010",
        "publisher": "American Physical Society",
        "publication": "Physical Review D",
        "publication_date": "2024-08-22",
        "series_number": "4",
        "volume": "110",
        "issue": "4",
        "pages": "042001"
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                "given_name": "M.",
                "orcid": "0000-0002-5703-4469"
            },
            {
                "family_name": "Wagner",
                "given_name": "K. J.",
                "orcid": "0000-0002-7255-4251"
            },
            {
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                "given_name": "R. C."
            },
            {
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            },
            {
                "family_name": "Wallace",
                "given_name": "G. S."
            },
            {
                "family_name": "Wallace",
                "given_name": "L.",
                "clpid": "Wallace-Larry-W"
            },
            {
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                "given_name": "J.",
                "orcid": "0000-0002-1830-8527"
            },
            {
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            },
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            },
            {
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            {
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            {
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                "given_name": "T.",
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            },
            {
                "family_name": "Washington",
                "given_name": "N. Y.",
                "clpid": "Washington-Nichole-Y"
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            {
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            },
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            },
            {
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            },
            {
                "family_name": "Weaver",
                "given_name": "B."
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            {
                "family_name": "Weaving",
                "given_name": "C. R.",
                "orcid": "0009-0008-2697-2998"
            },
            {
                "family_name": "Webster",
                "given_name": "S. A."
            },
            {
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            },
            {
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                "given_name": "A. J.",
                "orcid": "0000-0002-0928-6784",
                "clpid": "Weinstein-Alan-J-Physics"
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            {
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            },
            {
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                "given_name": "C. M."
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            {
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                "orcid": "0000-0002-2280-219X"
            },
            {
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                "given_name": "F."
            },
            {
                "family_name": "Wen",
                "given_name": "L.",
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            },
            {
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                "given_name": "P."
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            {
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            },
            {
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                "given_name": "B. F.",
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            {
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            {
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            {
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            },
            {
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            {
                "family_name": "Williamson",
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            {
                "family_name": "Willis",
                "given_name": "J. L.",
                "orcid": "0000-0002-9929-0225",
                "clpid": "Willis-Joshua-L"
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            {
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            },
            {
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                "given_name": "C. C.",
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            },
            {
                "family_name": "Woan",
                "given_name": "G.",
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            },
            {
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            },
            {
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                "orcid": "0000-0002-4301-2859"
            },
            {
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            },
            {
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            },
            {
                "family_name": "Wong",
                "given_name": "I. C. F.",
                "orcid": "0000-0003-2166-0027"
            },
            {
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                "given_name": "M."
            },
            {
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                "given_name": "C.",
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            },
            {
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                "given_name": "D. S.",
                "orcid": "0000-0003-2849-3751"
            },
            {
                "family_name": "Wu",
                "given_name": "H."
            },
            {
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            },
            {
                "family_name": "Xiao",
                "given_name": "L.",
                "orcid": "0000-0003-2703-449X",
                "clpid": "Xiao-Liting"
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            {
                "family_name": "Yadav",
                "given_name": "N."
            },
            {
                "family_name": "Yamada",
                "given_name": "T."
            },
            {
                "family_name": "Yamamoto",
                "given_name": "H.",
                "orcid": "0000-0001-6919-9570",
                "clpid": "Yamamoto-Hiroaki"
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            {
                "family_name": "Yamamoto",
                "given_name": "K."
            },
            {
                "family_name": "Yamamoto",
                "given_name": "T.",
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            },
            {
                "family_name": "Yamashita",
                "given_name": "K."
            },
            {
                "family_name": "Yamazaki",
                "given_name": "R."
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            {
                "family_name": "Yang",
                "given_name": "F. W.",
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            },
            {
                "family_name": "Yang",
                "given_name": "K. Z.",
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            {
                "family_name": "Yang",
                "given_name": "L.",
                "orcid": "0000-0002-8868-5977"
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            {
                "family_name": "Yang",
                "given_name": "Y.-C."
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            {
                "family_name": "Yang",
                "given_name": "Y.",
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            },
            {
                "family_name": "Yang",
                "given_name": "Yang"
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            {
                "family_name": "Yap",
                "given_name": "M. J."
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                "family_name": "Yeeles",
                "given_name": "D. W."
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            {
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                "given_name": "S.-W."
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                "family_name": "Yelikar",
                "given_name": "A. B.",
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                "family_name": "Yokoyama",
                "given_name": "J.",
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            {
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                "given_name": "T.",
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            {
                "family_name": "Yoo",
                "given_name": "J.",
                "orcid": "0000-0002-3251-0924"
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            {
                "family_name": "Yoshioka",
                "given_name": "T."
            },
            {
                "family_name": "Yu",
                "given_name": "Hang",
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                "family_name": "Yuzurihara",
                "given_name": "H."
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            {
                "family_name": "Zadro\u017cny",
                "given_name": "A."
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            {
                "family_name": "Zanolin",
                "given_name": "M."
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            {
                "family_name": "Zeidler",
                "given_name": "S.",
                "orcid": "0000-0001-7949-1292"
            },
            {
                "family_name": "Zelenova",
                "given_name": "T."
            },
            {
                "family_name": "Zendri",
                "given_name": "J.-P."
            },
            {
                "family_name": "Zevin",
                "given_name": "M.",
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            },
            {
                "family_name": "Zhan",
                "given_name": "M.",
                "orcid": "0000-0001-7240-1952"
            },
            {
                "family_name": "Zhang",
                "given_name": "H."
            },
            {
                "family_name": "Zhang",
                "given_name": "J.",
                "orcid": "0000-0002-3931-3851"
            },
            {
                "family_name": "Zhang",
                "given_name": "L.",
                "orcid": "0000-0002-0898-787X",
                "clpid": "Zhang-Liyuan"
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            {
                "family_name": "Zhang",
                "given_name": "R.",
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            {
                "family_name": "Zhang",
                "given_name": "T.",
                "orcid": "0000-0001-5278-4220"
            },
            {
                "family_name": "Zhang",
                "given_name": "Y."
            },
            {
                "family_name": "Zhao",
                "given_name": "C.",
                "orcid": "0000-0001-5825-2401"
            },
            {
                "family_name": "Zhao",
                "given_name": "G."
            },
            {
                "family_name": "Zhao",
                "given_name": "Y.",
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            },
            {
                "family_name": "Zhao",
                "given_name": "Yue"
            },
            {
                "family_name": "Zheng",
                "given_name": "Y.",
                "orcid": "0000-0002-5432-1331"
            },
            {
                "family_name": "Zhou",
                "given_name": "R."
            },
            {
                "family_name": "Zhu",
                "given_name": "X. J.",
                "orcid": "0000-0001-7049-6468"
            },
            {
                "family_name": "Zhu",
                "given_name": "Z.-H.",
                "orcid": "0000-0002-3567-6743"
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            {
                "family_name": "Zimmerman",
                "given_name": "A. B.",
                "orcid": "0000-0002-7453-6372"
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            {
                "family_name": "Zucker",
                "given_name": "M. E.",
                "orcid": "0000-0002-2544-1596",
                "clpid": "Zucker-Michael-E"
            },
            {
                "family_name": "Zweizig",
                "given_name": "J.",
                "orcid": "0000-0002-1521-3397",
                "clpid": "Zweizig-John"
            },
            {
                "literal": "LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Collaboration"
            },
            {
                "literal": "KAGRA Collaboration"
            }
        ],
        "abstract": "<p>Gravitational lensing by massive objects along the line of sight to the source causes distortions to gravitational wave (GW) signals; such distortions may reveal information about fundamental physics, cosmology, and astrophysics. In this work, we have extended the search for lensing signatures to all binary black hole events from the third observing run of the LIGO-Virgo network. We search for repeated signals from strong lensing by (1) performing targeted searches for subthreshold signals, (2) calculating the degree of overlap among the intrinsic parameters and sky location of pairs of signals, (3) comparing the similarities of the spectrograms among pairs of signals, and (4) performing dual-signal Bayesian analysis that takes into account selection effects and astrophysical knowledge. We also search for distortions to the gravitational waveform caused by (1) frequency-independent phase shifts in strongly lensed images, and (2) frequency-dependent modulation of the amplitude and phase due to point masses. None of these searches yields significant evidence for lensing. Finally, we use the nondetection of GW lensing to constrain the lensing rate based on the latest merger-rate estimates and the fraction of dark matter composed of compact objects.</p>",
        "doi": "10.3847/1538-4357/ad3e83",
        "issn": "0004-637X",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal",
        "publication_date": "2024-08-01",
        "series_number": "2",
        "volume": "970",
        "issue": "2",
        "pages": "191"
    },
    {
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        "type": "article",
        "title": "Searching for gravitational-wave signals from precessing black hole binaries with the GstLAL pipeline",
        "author": [
            {
                "family_name": "Schmidt",
                "given_name": "Stefano",
                "orcid": "0000-0002-8206-8089"
            },
            {
                "family_name": "Caudill",
                "given_name": "Sarah"
            },
            {
                "family_name": "Creighton",
                "given_name": "Jolien D.\u2009E."
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan-M"
            },
            {
                "family_name": "Tsukada",
                "given_name": "Leo"
            },
            {
                "family_name": "Adhicary",
                "given_name": "Shomik"
            },
            {
                "family_name": "Baral",
                "given_name": "Pratyusava"
            },
            {
                "family_name": "Baylor",
                "given_name": "Amanda"
            },
            {
                "family_name": "Cannon",
                "given_name": "Kipp"
            },
            {
                "family_name": "Cousins",
                "given_name": "Bryce"
            },
            {
                "family_name": "Ewing",
                "given_name": "Becca"
            },
            {
                "family_name": "Fong",
                "given_name": "Heather"
            },
            {
                "family_name": "George",
                "given_name": "Richard N."
            },
            {
                "family_name": "Godwin",
                "given_name": "Patrick",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            },
            {
                "family_name": "Hanna",
                "given_name": "Chad"
            },
            {
                "family_name": "Harada",
                "given_name": "Reiko"
            },
            {
                "family_name": "Huang",
                "given_name": "Yun-Jing"
            },
            {
                "family_name": "Huxford",
                "given_name": "Rachael"
            },
            {
                "family_name": "Joshi",
                "given_name": "Prathamesh"
            },
            {
                "family_name": "Kennington",
                "given_name": "James"
            },
            {
                "family_name": "Kuwahara",
                "given_name": "Soichiro"
            },
            {
                "family_name": "Li",
                "given_name": "Alvin K.\u2009Y.",
                "orcid": "0000-0001-6728-6523",
                "clpid": "Li-Alvin-K-Y"
            },
            {
                "family_name": "Meacher",
                "given_name": "Duncan"
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            {
                "family_name": "Messick",
                "given_name": "Cody"
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            {
                "family_name": "Morisaki",
                "given_name": "Soichiro"
            },
            {
                "family_name": "Mukherjee",
                "given_name": "Debnandini"
            },
            {
                "family_name": "Niu",
                "given_name": "Wanting"
            },
            {
                "family_name": "Pace",
                "given_name": "Alex"
            },
            {
                "family_name": "Posnansky",
                "given_name": "Cort"
            },
            {
                "family_name": "Ray",
                "given_name": "Anarya"
            },
            {
                "family_name": "Sachdev",
                "given_name": "Surabhi"
            },
            {
                "family_name": "Sakon",
                "given_name": "Shio"
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            {
                "family_name": "Singh",
                "given_name": "Divya"
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            {
                "family_name": "Tapia",
                "given_name": "Ron"
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            {
                "family_name": "Tsutsui",
                "given_name": "Takuya"
            },
            {
                "family_name": "Ueno",
                "given_name": "Koh"
            },
            {
                "family_name": "Viets",
                "given_name": "Aaron"
            },
            {
                "family_name": "Wade",
                "given_name": "Leslie"
            },
            {
                "family_name": "Wade",
                "given_name": "Madeline"
            }
        ],
        "abstract": "<p>Precession in binary black holes (BBH) is caused by the failure of the black hole spins to be aligned and its study can open up new perspectives in gravitational wave astronomy, providing, among other advancements, a precise measure of distance and an accurate characterization of the BBH spins. However, detecting precessing signals is a highly nontrivial task, as standard matched filtering pipelines for gravitational wave searches are built on many assumptions that do not hold in the precessing case. This work details the upgrades made to the GstLAL pipeline to facilitate the search for precessing BBH signals. The implemented changes in the search statistics and in the signal consistency test are then described in detail. The performance of the upgraded pipeline is evaluated through two extensive searches of precessing signals, targeting two different regions in the mass space, and the consistency of the results is examined. Additionally, the benefits of the upgrades are assessed by comparing the sensitive volume of the precessing searches with two corresponding traditional aligned-spin searches. While no significant sensitivity improvement is observed for precessing binaries with mass ratio \ud835\udc5e\u22726, a volume increase of up to 100% is attainable for heavily asymmetric systems with largely misaligned spins. Furthermore, our findings suggest that the primary cause of degraded performance in an aligned-spin search targeting precessing signals is not a poor signal-to-noise-ratio recovery but rather the failure of the \ud835\udf092 signal-consistency test. Our work paves the way for a large-scale search for precessing signals, which could potentially result in exciting future detections.</p>",
        "doi": "10.1103/physrevd.110.023038",
        "issn": "2470-0010",
        "publisher": "American Physical Society",
        "publication": "Physical Review D",
        "publication_date": "2024-07-29",
        "series_number": "2",
        "volume": "110",
        "issue": "2",
        "pages": "023038"
    },
    {
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        "collection_id": "xtc8y-vg618",
        "cite_using_url": "https://authors.library.caltech.edu/records/xtc8y-vg618",
        "type": "article",
        "title": "Low-latency gravitational wave alert products and their performance at the time of the fourth LIGO-Virgo-KAGRA observing run",
        "author": [
            {
                "family_name": "Sharma Chaudhary",
                "given_name": "Sushant",
                "orcid": "0000-0003-1314-4241",
                "clpid": "Sharma-Chaudhary-Sushant"
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            {
                "family_name": "Toivonen",
                "given_name": "Andrew",
                "orcid": "0009-0008-9546-2035"
            },
            {
                "family_name": "Waratkar",
                "given_name": "Gaurav",
                "orcid": "0000-0003-3630-9440"
            },
            {
                "family_name": "Mo",
                "given_name": "Geoffrey",
                "orcid": "0000-0001-6331-112X"
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            {
                "family_name": "Chatterjee",
                "given_name": "Deep",
                "orcid": "0000-0003-0038-5468"
            },
            {
                "family_name": "Antier",
                "given_name": "Sarah"
            },
            {
                "family_name": "Brockill",
                "given_name": "Patrick"
            },
            {
                "family_name": "Coughlin",
                "given_name": "Michael W.",
                "orcid": "0000-0002-8262-2924"
            },
            {
                "family_name": "Essick",
                "given_name": "Reed"
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            {
                "family_name": "Ghosh",
                "given_name": "Shaon"
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            {
                "family_name": "Morisaki",
                "given_name": "Soichiro"
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                "family_name": "Baral",
                "given_name": "Pratyusava"
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                "given_name": "Naresh"
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                "family_name": "Brady",
                "given_name": "Patrick"
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            {
                "family_name": "Cabourn Davies",
                "given_name": "Gareth"
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            {
                "family_name": "Dal Canton",
                "given_name": "Tito",
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                "family_name": "Cavaglia",
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                "given_name": "Jolien",
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                "family_name": "Choudhary",
                "given_name": "Sunil"
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            {
                "family_name": "Chu",
                "given_name": "Yu-Kuang",
                "orcid": "0000-0002-8661-4120"
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            {
                "family_name": "Clearwater",
                "given_name": "Patrick"
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            {
                "family_name": "Davis",
                "given_name": "Luke"
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                "family_name": "Dent",
                "given_name": "Thomas",
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                "family_name": "Drago",
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            {
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            {
                "family_name": "Godwin",
                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            },
            {
                "family_name": "Guo",
                "given_name": "Weichangfeng"
            },
            {
                "family_name": "Hanna",
                "given_name": "Chad"
            },
            {
                "family_name": "Huxford",
                "given_name": "Rachael"
            },
            {
                "family_name": "Harry",
                "given_name": "Ian",
                "orcid": "0000-0002-5304-9372"
            },
            {
                "family_name": "Katsavounidis",
                "given_name": "Erik"
            },
            {
                "family_name": "Kovalam",
                "given_name": "Manoj"
            },
            {
                "family_name": "Li",
                "given_name": "Alvin K. Y.",
                "orcid": "0000-0001-6728-6523",
                "clpid": "Li-Alvin-Ka-Yue"
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan"
            },
            {
                "family_name": "Marx",
                "given_name": "Ethan"
            },
            {
                "family_name": "Meacher",
                "given_name": "Duncan"
            },
            {
                "family_name": "Messick",
                "given_name": "Cody"
            },
            {
                "family_name": "Morice-Atkinson",
                "given_name": "Xan"
            },
            {
                "family_name": "Pace",
                "given_name": "Alexander"
            },
            {
                "family_name": "De Pietri",
                "given_name": "Roberto"
            },
            {
                "family_name": "Piotrzkowski",
                "given_name": "Brandon"
            },
            {
                "family_name": "Roy",
                "given_name": "Soumen",
                "orcid": "0000-0003-2147-5411"
            },
            {
                "family_name": "Sachdev",
                "given_name": "Surabhi"
            },
            {
                "family_name": "Singer",
                "given_name": "Leo P."
            },
            {
                "family_name": "Singh",
                "given_name": "Divya"
            },
            {
                "family_name": "Szczepanczyk",
                "given_name": "Marek"
            },
            {
                "family_name": "Tang",
                "given_name": "Daniel"
            },
            {
                "family_name": "Trevor",
                "given_name": "Max"
            },
            {
                "family_name": "Tsukada",
                "given_name": "Leo"
            },
            {
                "family_name": "Villa-Ortega",
                "given_name": "Ver\u00f3nica"
            },
            {
                "family_name": "Wen",
                "given_name": "Linqing",
                "orcid": "0000-0001-7987-295X"
            },
            {
                "family_name": "Wysocki",
                "given_name": "Daniel"
            }
        ],
        "abstract": "<div>Multimessenger searches for binary neutron star (BNS) and neutron star-black hole (NSBH) mergers are currently one of the most exciting areas of astronomy. The search for joint electromagnetic and neutrino counterparts to gravitational wave (GW)s has resumed with ALIGO&rsquo;s, AdVirgo&rsquo;s and KAGRA&rsquo;s fourth observing run (O4). To support this effort, public semiautomated data products are sent in near real-time and include localization and source properties to guide complementary observations. In preparation for O4, we have conducted a study using a simulated population of compact binaries and a mock data challenge (MDC) in the form of a real-time replay to optimize and profile the software infrastructure and scientific deliverables. End-toend performance was tested, including data ingestion, running online search pipelines, performing annotations, and issuing alerts to the astrophysics community. We present an overview of the low-latency infrastructure and the performance of the data products that are now being released during O4 based on the MDC. We report the expected median latency for the preliminary alert of full bandwidth searches (29.5 s) and show consistency and accuracy of released data products using the MDC. We report the expected median latency for triggers from early warning searches (&minus;3.1 s), which are new in O4 and target neutron star mergers during inspiral phase. This paper provides a performance overview for LIGO-Virgo-KAGRA (LVK) low-latency alert infrastructure and data products using theMDCand serves as a useful reference for the interpretation of O4 detections.</div>",
        "doi": "10.1073/pnas.2316474121",
        "pmcid": "PMC11067028",
        "issn": "0027-8424",
        "publisher": "National Academy of Sciences",
        "publication": "Proceedings of the National Academy of Sciences",
        "publication_date": "2024-04-30",
        "series_number": "18",
        "volume": "121",
        "issue": "18",
        "pages": "e2316474121"
    },
    {
        "id": "authors:0nd3q-pjt26",
        "collection": "authors",
        "collection_id": "0nd3q-pjt26",
        "cite_using_url": "https://authors.library.caltech.edu/records/0nd3q-pjt26",
        "type": "article",
        "title": "Performance of the low-latency GstLAL inspiral search towards LIGO, Virgo, and KAGRA's fourth observing run",
        "author": [
            {
                "family_name": "Ewing",
                "given_name": "Becca",
                "orcid": "0000-0001-9178-5744",
                "clpid": "Ewing-Becca"
            },
            {
                "family_name": "Huxford",
                "given_name": "Rachael"
            },
            {
                "family_name": "Singh",
                "given_name": "Divya",
                "orcid": "0000-0001-9675-4584"
            },
            {
                "family_name": "Tsukada",
                "given_name": "Leo",
                "orcid": "0000-0003-0596-5648"
            },
            {
                "family_name": "Hanna",
                "given_name": "Chad",
                "orcid": "0000-0002-0965-7493"
            },
            {
                "family_name": "Huang",
                "given_name": "Yun-Jing",
                "orcid": "0000-0002-2952-8429"
            },
            {
                "family_name": "Joshi",
                "given_name": "Prathamesh",
                "orcid": "0000-0002-4148-4932"
            },
            {
                "family_name": "Li",
                "given_name": "Alvin K.\u2009Y.",
                "orcid": "0000-0001-6728-6523",
                "clpid": "Li-Alvin-K-Y"
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan-M"
            },
            {
                "family_name": "Messick",
                "given_name": "Cody",
                "orcid": "0000-0002-8230-3309"
            },
            {
                "family_name": "Pace",
                "given_name": "Alex",
                "orcid": "0000-0003-1561-3785"
            },
            {
                "family_name": "Ray",
                "given_name": "Anarya",
                "orcid": "0000-0002-7322-4748"
            },
            {
                "family_name": "Sachdev",
                "given_name": "Surabhi",
                "orcid": "0000-0002-0525-2317"
            },
            {
                "family_name": "Sakon",
                "given_name": "Shio",
                "orcid": "0000-0002-5861-3024"
            },
            {
                "family_name": "Tapia",
                "given_name": "Ron",
                "orcid": "0000-0003-4442-4166"
            },
            {
                "family_name": "Adhicary",
                "given_name": "Shomik"
            },
            {
                "family_name": "Baral",
                "given_name": "Pratyusava",
                "orcid": "0000-0001-6308-211X"
            },
            {
                "family_name": "Baylor",
                "given_name": "Amanda",
                "orcid": "0000-0003-0918-0864"
            },
            {
                "family_name": "Cannon",
                "given_name": "Kipp",
                "orcid": "0000-0003-4068-6572"
            },
            {
                "family_name": "Caudill",
                "given_name": "Sarah"
            },
            {
                "family_name": "Sharma Chaudhary",
                "given_name": "Sushant",
                "orcid": "0000-0003-1314-4241"
            },
            {
                "family_name": "Coughlin",
                "given_name": "Michael W.",
                "orcid": "0000-0002-8262-2924"
            },
            {
                "family_name": "Cousins",
                "given_name": "Bryce",
                "orcid": "0000-0002-7026-1340"
            },
            {
                "family_name": "Creighton",
                "given_name": "Jolien D.\u2009E.",
                "orcid": "0000-0003-3600-2406"
            },
            {
                "family_name": "Essick",
                "given_name": "Reed",
                "orcid": "0000-0001-8196-9267"
            },
            {
                "family_name": "Fong",
                "given_name": "Heather"
            },
            {
                "family_name": "George",
                "given_name": "Richard N.",
                "orcid": "0000-0002-7797-7683"
            },
            {
                "family_name": "Godwin",
                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            },
            {
                "family_name": "Harada",
                "given_name": "Reiko"
            },
            {
                "family_name": "Kennington",
                "given_name": "James",
                "orcid": "0000-0002-6899-3833"
            },
            {
                "family_name": "Kuwahara",
                "given_name": "Soichiro"
            },
            {
                "family_name": "Meacher",
                "given_name": "Duncan",
                "orcid": "0000-0001-5882-0368"
            },
            {
                "family_name": "Morisaki",
                "given_name": "Soichiro",
                "orcid": "0000-0002-8445-6747"
            },
            {
                "family_name": "Mukherjee",
                "given_name": "Debnandini",
                "orcid": "0000-0001-7335-9418"
            },
            {
                "family_name": "Niu",
                "given_name": "Wanting"
            },
            {
                "family_name": "Posnansky",
                "given_name": "Cort"
            },
            {
                "family_name": "Toivonen",
                "given_name": "Andrew",
                "orcid": "0009-0008-9546-2035"
            },
            {
                "family_name": "Tsutsui",
                "given_name": "Takuya",
                "orcid": "0000-0002-2909-0471"
            },
            {
                "family_name": "Ueno",
                "given_name": "Koh",
                "orcid": "0000-0003-3227-6055"
            },
            {
                "family_name": "Viets",
                "given_name": "Aaron",
                "orcid": "0000-0002-4241-1428"
            },
            {
                "family_name": "Wade",
                "given_name": "Leslie",
                "orcid": "0000-0002-8135-9351"
            },
            {
                "family_name": "Wade",
                "given_name": "Madeline",
                "orcid": "0000-0002-5703-4469"
            },
            {
                "family_name": "Waratkar",
                "given_name": "Gaurav",
                "orcid": "0000-0003-3630-9440"
            }
        ],
        "abstract": "<p>GstLAL is a stream-based matched-filtering search pipeline aiming at the prompt discovery of gravitational waves from compact binary coalescences such as the mergers of black holes and neutron stars. Over the past three observation runs by the LIGO, Virgo, and KAGRA Collaboration, the GstLAL search pipeline has participated in several tens of gravitational wave discoveries. The fourth observing run (O4) is set to begin in May 2023 and is expected to see the discovery of many new and interesting gravitational wave signals which will inform our understanding of astrophysics and cosmology. We describe the current configuration of the GstLAL low-latency search and show its readiness for the upcoming observation run by presenting its performance on a mock data challenge. The mock data challenge includes 40 days of LIGO Hanford, LIGO Livingston, and Virgo strain data along with an injection campaign in order to fully characterize the performance of the search. We find an improved performance in terms of detection rate and significance estimation as compared to that observed in the O3 online analysis. The improvements are attributed to several incremental advances in the likelihood ratio ranking statistic computation and the method of background estimation.</p>",
        "doi": "10.1103/physrevd.109.042008",
        "issn": "2470-0010",
        "publisher": "American Physical Society",
        "publication": "Physical Review D",
        "publication_date": "2024-02-15",
        "series_number": "4",
        "volume": "109",
        "issue": "4",
        "pages": "042008"
    },
    {
        "id": "authors:8vvkp-ghk42",
        "collection": "authors",
        "collection_id": "8vvkp-ghk42",
        "cite_using_url": "https://authors.library.caltech.edu/records/8vvkp-ghk42",
        "type": "article",
        "title": "Template bank for compact binary mergers in the fourth observing run of Advanced LIGO, Advanced Virgo, and KAGRA",
        "author": [
            {
                "family_name": "Sakon",
                "given_name": "Shio",
                "orcid": "0000-0002-5861-3024",
                "clpid": "Sakon-Shio"
            },
            {
                "family_name": "Tsukada",
                "given_name": "Leo",
                "orcid": "0000-0003-0596-5648"
            },
            {
                "family_name": "Fong",
                "given_name": "Heather"
            },
            {
                "family_name": "Kennington",
                "given_name": "James",
                "orcid": "0000-0002-6899-3833"
            },
            {
                "family_name": "Niu",
                "given_name": "Wanting"
            },
            {
                "family_name": "Hanna",
                "given_name": "Chad",
                "orcid": "0000-0002-0965-7493"
            },
            {
                "family_name": "Adhicary",
                "given_name": "Shomik"
            },
            {
                "family_name": "Baral",
                "given_name": "Pratyusava",
                "orcid": "0000-0001-6308-211X"
            },
            {
                "family_name": "Baylor",
                "given_name": "Amanda",
                "orcid": "0000-0003-0918-0864"
            },
            {
                "family_name": "Cannon",
                "given_name": "Kipp",
                "orcid": "0000-0003-4068-6572"
            },
            {
                "family_name": "Caudill",
                "given_name": "Sarah",
                "orcid": "0000-0002-8927-6673"
            },
            {
                "family_name": "Cousins",
                "given_name": "Bryce",
                "orcid": "0000-0002-7026-1340"
            },
            {
                "family_name": "Creighton",
                "given_name": "Jolien D.\u2009E.",
                "orcid": "0000-0003-3600-2406"
            },
            {
                "family_name": "Ewing",
                "given_name": "Becca",
                "orcid": "0000-0001-9178-5744"
            },
            {
                "family_name": "George",
                "given_name": "Richard N.",
                "orcid": "0000-0002-7797-7683"
            },
            {
                "family_name": "Godwin",
                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            },
            {
                "family_name": "Harada",
                "given_name": "Reiko"
            },
            {
                "family_name": "Huang",
                "given_name": "Yun-Jing",
                "orcid": "0000-0002-2952-8429"
            },
            {
                "family_name": "Huxford",
                "given_name": "Rachael"
            },
            {
                "family_name": "Joshi",
                "given_name": "Prathamesh",
                "orcid": "0000-0002-4148-4932"
            },
            {
                "family_name": "Kuwahara",
                "given_name": "Soichiro"
            },
            {
                "family_name": "Li",
                "given_name": "Alvin K.\u2009Y.",
                "orcid": "0000-0001-6728-6523",
                "clpid": "Li-Alvin-K-Y"
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan"
            },
            {
                "family_name": "Meacher",
                "given_name": "Duncan",
                "orcid": "0000-0001-5882-0368"
            },
            {
                "family_name": "Messick",
                "given_name": "Cody",
                "orcid": "0000-0002-8230-3309"
            },
            {
                "family_name": "Morisaki",
                "given_name": "Soichiro",
                "orcid": "0000-0002-8445-6747"
            },
            {
                "family_name": "Mukherjee",
                "given_name": "Debnandini",
                "orcid": "0000-0001-7335-9418"
            },
            {
                "family_name": "Pace",
                "given_name": "Alex"
            },
            {
                "family_name": "Posnansky",
                "given_name": "Cort"
            },
            {
                "family_name": "Ray",
                "given_name": "Anarya",
                "orcid": "0000-0002-7322-4748"
            },
            {
                "family_name": "Sachdev",
                "given_name": "Surabhi",
                "orcid": "0000-0002-0525-2317"
            },
            {
                "family_name": "Singh",
                "given_name": "Divya",
                "orcid": "0000-0001-9675-4584"
            },
            {
                "family_name": "Tapia",
                "given_name": "Ron",
                "orcid": "0000-0003-4442-4166"
            },
            {
                "family_name": "Tsutsui",
                "given_name": "Takuya",
                "orcid": "0000-0002-2909-0471"
            },
            {
                "family_name": "Ueno",
                "given_name": "Koh",
                "orcid": "0000-0003-3227-6055"
            },
            {
                "family_name": "Viets",
                "given_name": "Aaron",
                "orcid": "0000-0002-4241-1428"
            },
            {
                "family_name": "Wade",
                "given_name": "Leslie",
                "orcid": "0000-0002-8135-9351"
            },
            {
                "family_name": "Wade",
                "given_name": "Madeline",
                "orcid": "0000-0002-5703-4469"
            },
            {
                "family_name": "Wang",
                "given_name": "Jonathan"
            }
        ],
        "abstract": "<p>Matched-filtering gravitational-wave search pipelines identify gravitational-wave signals by computing correlations, i.e., signal-to-noise ratios, between gravitational-wave detector data and gravitational-wave template waveforms. Intrinsic parameters, the component masses and spins, of the gravitational-wave waveforms are often stored in &ldquo;template banks,&rdquo; and the construction of a densely populated template bank is essential for some gravitational-wave search pipelines. This paper presents a template bank that is currently being used by the GstLAL-based compact binary search pipeline in the fourth observing run of the LIGO, Virgo, and KAGRA collaboration, and was generated with a new binary tree approach of placing templates, manifold. The template bank contains&nbsp;<span class=\"mjx-chtml MathJax_CHTML\"><span class=\"mjx-math\"><span class=\"mjx-mrow\"><span class=\"mjx-mn\"><span class=\"mjx-char MJXc-TeX-main-R\">1.8 </span></span><span class=\"mjx-mo MJXc-space2\"><span class=\"mjx-char MJXc-TeX-main-R\">&times; </span></span><span class=\"mjx-msup MJXc-space2\"><span class=\"mjx-base\"><span class=\"mjx-mn\"><span class=\"mjx-char MJXc-TeX-main-R\">10</span></span></span><span class=\"mjx-sup\"><span class=\"mjx-mn\"><span class=\"mjx-char MJXc-TeX-main-R\">\u2076</span></span></span></span></span></span></span>&nbsp;sets of template parameters covering plausible neutron star and black hole systems up to a total mass of&nbsp;<span class=\"mjx-chtml MathJax_CHTML\"><span class=\"mjx-math\"><span class=\"mjx-mrow\"><span class=\"mjx-mn\"><span class=\"mjx-char MJXc-TeX-main-R\">400 <em>M</em><sub>\u2609</sub></span></span></span></span></span>&nbsp;with component masses between&nbsp;<span class=\"mjx-chtml MathJax_CHTML\"><span class=\"mjx-math\"><span class=\"mjx-mrow\"><span class=\"mjx-mrow\"><span class=\"mjx-mn\"><span class=\"mjx-char MJXc-TeX-main-R\">1</span></span><span class=\"mjx-mi\"><span class=\"mjx-char MJXc-TeX-main-I\">&ndash;</span></span><span class=\"mjx-mn\"><span class=\"mjx-char MJXc-TeX-main-R\">200 <em>M</em><sub>\u2609</sub></span></span></span></span></span></span>&nbsp;and mass ratios between 1 and 20 under the assumption that each component object&rsquo;s angular momentum is aligned with the orbital angular momentum. We validate the template bank generated with our new method, manifold, by comparing it with a template bank generated with the previously used stochastic template placement method. We show that both template banks have similar effectualness. The GstLAL search pipeline performs singular value decomposition (SVD) on the template banks to reduce the number of filters used. We describe a new grouping of waveforms that improves the computational efficiency of SVD by nearly 5 times as compared to previously reported SVD sorting schemes.</p>",
        "doi": "10.1103/physrevd.109.044066",
        "issn": "2470-0010",
        "publisher": "American Physical Society",
        "publication": "Physical Review D",
        "publication_date": "2024-02-15",
        "series_number": "4",
        "volume": "109",
        "issue": "4",
        "pages": "044066"
    },
    {
        "id": "authors:rfnh5-50916",
        "collection": "authors",
        "collection_id": "rfnh5-50916",
        "cite_using_url": "https://authors.library.caltech.edu/records/rfnh5-50916",
        "type": "article",
        "title": "QoQ: a Q-transform based test for gravitational wave transient events",
        "author": [
            {
                "family_name": "Soni",
                "given_name": "Siddharth",
                "orcid": "0000-0003-3856-8534",
                "clpid": "Soni-Siddharth"
            },
            {
                "family_name": "Marx",
                "given_name": "Ethan",
                "orcid": "0009-0000-4183-7876",
                "clpid": "Marx-Ethan"
            },
            {
                "family_name": "Katsavounidis",
                "given_name": "Erik",
                "clpid": "Katsavounidis-Erik"
            },
            {
                "family_name": "Essick",
                "given_name": "Reed",
                "orcid": "0000-0001-8196-9267",
                "clpid": "Essick-Reed"
            },
            {
                "family_name": "Cabourn Davies",
                "given_name": "G. S.",
                "orcid": "0000-0002-4289-3439",
                "clpid": "Cabourn Davies-Gareth-S"
            },
            {
                "family_name": "Brockill",
                "given_name": "Patrick",
                "clpid": "Brockill-Patrick"
            },
            {
                "family_name": "Ghosh",
                "given_name": "Shaon",
                "orcid": "0000-0001-9901-6253",
                "clpid": "Ghosh-Shaon"
            },
            {
                "family_name": "Godwin",
                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            }
        ],
        "abstract": "<p>The observation of transient gravitational waves (GWs) is hindered by the presence of transient noise, colloquially referred to as glitches. These glitches can often be misidentified as GWs by searches for unmodeled transients using the excess-power type of methods and sometimes even excite template waveforms for compact binary coalescences while using matched filter techniques. They thus create a significant background in the searches. This background is more critical in getting identified promptly and efficiently within the context of real-time searches for GW transients. Such searches are the ones that have enabled multi-messenger astrophysics with the start of the Advanced LIGO and Advanced Virgo data taking in 2015 and they will continue to enable the field for further discoveries. With this work we propose and demonstrate the use of a signal-based test that quantifies the fidelity of the time-frequency decomposition of the putative signal based on first principles on how astrophysical transients are expected to be registered in the detectors and empirically measuring the instrumental noise. It is based on the Q-transform and a measure of the occupancy of the corresponding time-frequency pixels over select time-frequency volumes; we call it 'QoQ'. Our method shows a 40% reduction in the number of retraction of public alerts that were issued by the LIGO-Virgo-KAGRA collaborations during the third observing run with negligible loss in sensitivity. Receiver Operator Characteristic measurements suggest the method can be used in online and offline searches for transients, reducing their background significantly.</p>",
        "doi": "10.1088/1361-6382/ad0922",
        "issn": "0264-9381",
        "publisher": "IOP Publishing",
        "publication": "Classical and Quantum Gravity",
        "publication_date": "2024-01-04",
        "series_number": "1",
        "volume": "41",
        "issue": "1",
        "pages": "015012"
    },
    {
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        "type": "article",
        "title": "Improved ranking statistics of the GstLAL inspiral search for compact binary coalescences",
        "author": [
            {
                "family_name": "Tsukada",
                "given_name": "Leo",
                "orcid": "0000-0003-0596-5648",
                "clpid": "Tsukada-Leo"
            },
            {
                "family_name": "Joshi",
                "given_name": "Prathamesh"
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            {
                "family_name": "Adhicary",
                "given_name": "Shomik"
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            {
                "family_name": "George",
                "given_name": "Richard",
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            {
                "family_name": "Guimaraes",
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                "family_name": "Hanna",
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                "family_name": "Baral",
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                "family_name": "Baylor",
                "given_name": "Amanda",
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            {
                "family_name": "Cannon",
                "given_name": "Kipp",
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                "family_name": "Caudill",
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            {
                "family_name": "Cousins",
                "given_name": "Bryce",
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            {
                "family_name": "Creighton",
                "given_name": "Jolien D.\u2009E.",
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            {
                "family_name": "Ewing",
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                "family_name": "Fong",
                "given_name": "Heather"
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                "family_name": "Godwin",
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                "clpid": "Godwin-Olivia"
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            {
                "family_name": "Harada",
                "given_name": "Reiko"
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            {
                "family_name": "Huang",
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                "family_name": "Huxford",
                "given_name": "Rachael"
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                "family_name": "Kennington",
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            {
                "family_name": "Kuwahara",
                "given_name": "Soichiro"
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            {
                "family_name": "Li",
                "given_name": "Alvin K.\u2009Y.",
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                "clpid": "Li-Alvin-Ka-Yue"
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                "family_name": "Meacher",
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                "family_name": "Messick",
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            {
                "family_name": "Morisaki",
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            {
                "family_name": "Mukherjee",
                "given_name": "Debnandini",
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            {
                "family_name": "Niu",
                "given_name": "Wanting"
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                "family_name": "Pace",
                "given_name": "Alex"
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            {
                "family_name": "Posnansky",
                "given_name": "Cort"
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                "family_name": "Ray",
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            {
                "family_name": "Sachdev",
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            {
                "family_name": "Sakon",
                "given_name": "Shio",
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            },
            {
                "family_name": "Singh",
                "given_name": "Divya",
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            },
            {
                "family_name": "Tapia",
                "given_name": "Ron",
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            },
            {
                "family_name": "Tsutsui",
                "given_name": "Takuya",
                "orcid": "0000-0002-2909-0471"
            },
            {
                "family_name": "Ueno",
                "given_name": "Koh"
            },
            {
                "family_name": "Viets",
                "given_name": "Aaron",
                "orcid": "0000-0002-4241-1428"
            },
            {
                "family_name": "Wade",
                "given_name": "Leslie",
                "orcid": "0000-0002-8135-9351"
            },
            {
                "family_name": "Wade",
                "given_name": "Madeline",
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        ],
        "abstract": "<p>Starting from May 2023, the LIGO Scientific, Virgo and KAGRA Collaboration has been conducting the fourth observing run with improved detector sensitivities and an expanded detector network including KAGRA. Accordingly, it is vital to optimize the detection algorithm of low-latency search pipelines, increasing their sensitivities to gravitational waves from compact binary coalescences. In this work, we discuss several new features developed for ranking statistics of GstLAL-based inspiral pipeline, which mainly consist of the signal contamination removal, the bank-\u03be\u00b2 incorporation, the upgraded \u03c1\u2212\u03be\u00b2 signal model, and the integration of KAGRA. An injection study demonstrates that these new features improve the pipeline's sensitivity by approximately 15% to 20%, paving the way to further multimessenger observations during the upcoming observing run.</p>",
        "doi": "10.1103/physrevd.108.043004",
        "issn": "2470-0010",
        "publisher": "American Physical Society (APS)",
        "publication": "Physical Review D",
        "publication_date": "2023-08-15",
        "series_number": "4",
        "volume": "108",
        "issue": "4",
        "pages": "043004"
    },
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        "type": "article",
        "title": "Binary tree approach to template placement for searches for gravitational waves from compact binary mergers",
        "author": [
            {
                "family_name": "Hanna",
                "given_name": "Chad",
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            {
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                "clpid": "Kennington-James"
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            {
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                "given_name": "Shio",
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            {
                "family_name": "Privitera",
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            {
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                "given_name": "Miguel"
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            {
                "family_name": "Wang",
                "given_name": "Jonathan"
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            {
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                "given_name": "Cody",
                "orcid": "0000-0002-8230-3309"
            },
            {
                "family_name": "Pace",
                "given_name": "Alex"
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            {
                "family_name": "Cannon",
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            },
            {
                "family_name": "Joshi",
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            {
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            {
                "family_name": "Caudill",
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            },
            {
                "family_name": "Chan",
                "given_name": "Chiwai"
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            {
                "family_name": "Cousins",
                "given_name": "Bryce",
                "orcid": "0000-0002-7026-1340"
            },
            {
                "family_name": "Creighton",
                "given_name": "Jolien D.\u2009E.",
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            },
            {
                "family_name": "Ewing",
                "given_name": "Becca",
                "orcid": "0000-0001-9178-5744"
            },
            {
                "family_name": "Fong",
                "given_name": "Heather"
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            {
                "family_name": "Godwin",
                "given_name": "Olivia",
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                "clpid": "Godwin-Olivia"
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            {
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                "given_name": "Ryan",
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            {
                "family_name": "Meacher",
                "given_name": "Duncan",
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            {
                "family_name": "Morisaki",
                "given_name": "Soichiro",
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            {
                "family_name": "Mukherjee",
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                "orcid": "0000-0001-7335-9418"
            },
            {
                "family_name": "Ohta",
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            {
                "family_name": "Singh",
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            {
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            {
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            {
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            },
            {
                "family_name": "Ueno",
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            },
            {
                "family_name": "Viets",
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            },
            {
                "family_name": "Wade",
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            {
                "family_name": "Wade",
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        ],
        "abstract": "<p>We demonstrate a new geometric method for fast template placement for searches for gravitational waves from the inspiral, merger and ringdown of compact binaries. The method is based on a binary tree decomposition of the template bank parameter space into nonoverlapping hypercubes. We use a numerical approximation of the signal overlap metric at the center of each hypercube to estimate the number of templates required to cover the hypercube and determine whether to further split the hypercube. As long as the expected number of templates in a given cube is greater than a given threshold, we split the cube along its longest edge according to the metric. When the expected number of templates in a given hypercube drops below this threshold, the splitting stops and a template is placed at the center of the hypercube. Using this method, we generate aligned-spin template banks covering the mass range suitable for a search of Advanced LIGO, Advanced Virgo and KAGRA data. The aligned-spin bank was generated in \u223c24\u2009\u2009hours using a single CPU core and produced 2&nbsp;million templates. Our primary motivation for developing this algorithm is to produce a bank with useful geometric properties in the physical parameter space coordinates. Such properties are useful for population modeling and parameter estimation.</p>",
        "doi": "10.1103/physrevd.108.042003",
        "issn": "2470-0010",
        "publisher": "American Physical Society",
        "publication": "Physical Review D",
        "publication_date": "2023-08-15",
        "series_number": "4",
        "volume": "108",
        "issue": "4",
        "pages": "042003"
    },
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        "type": "article",
        "title": "Open Data from the Third Observing Run of LIGO, Virgo, KAGRA, and GEO",
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                "family_name": "Zendri",
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                "family_name": "Zevin",
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            {
                "family_name": "Zhang",
                "given_name": "J.",
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            {
                "family_name": "Zhang",
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                "clpid": "Zhang-Liyuan"
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            {
                "family_name": "Zhang",
                "given_name": "R.",
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            {
                "family_name": "Zhang",
                "given_name": "T.",
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            {
                "family_name": "Zhang",
                "given_name": "Y."
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            {
                "family_name": "Zhao",
                "given_name": "C.",
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            },
            {
                "family_name": "Zhao",
                "given_name": "Yue"
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            {
                "family_name": "Zhao",
                "given_name": "Yuhang",
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            },
            {
                "family_name": "Zheng",
                "given_name": "Y.",
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            },
            {
                "family_name": "Zhong",
                "given_name": "H.",
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            },
            {
                "family_name": "Zhou",
                "given_name": "R."
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            {
                "family_name": "Zhu",
                "given_name": "X. J.",
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            },
            {
                "family_name": "Zhu",
                "given_name": "Z.-H.",
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            },
            {
                "family_name": "Zimmerman",
                "given_name": "A. B.",
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            },
            {
                "family_name": "Zucker",
                "given_name": "M. E.",
                "orcid": "0000-0002-2544-1596",
                "clpid": "Zucker-Michael-E"
            },
            {
                "family_name": "Zweizig",
                "given_name": "J.",
                "orcid": "0000-0002-1521-3397",
                "clpid": "Zweizig-John"
            },
            {
                "literal": "LIGO Scientific Collaboration"
            },
            {
                "literal": "Virgo Collaboration"
            },
            {
                "literal": "KAGRA Collaboration"
            }
        ],
        "abstract": "<div class=\"article-text wd-jnl-art-abstract cf\">\n<p>The global network of gravitational-wave observatories now includes five detectors, namely LIGO Hanford, LIGO Livingston, Virgo, KAGRA, and GEO 600. These detectors collected data during their third observing run, O3, composed of three phases: O3a starting in 2019 April and lasting six months, O3b starting in 2019 November and lasting five months, and O3GK starting in 2020 April and lasting two weeks. In this paper we describe these data and various other science products that can be freely accessed through the Gravitational Wave Open Science Center at&nbsp;<a href=\"https://gwosc.org/\">https://gwosc.org</a>. The main data set, consisting of the gravitational-wave strain time series that contains the astrophysical signals, is released together with supporting data useful for their analysis and documentation, tutorials, as well as analysis software packages.</p>\n</div>",
        "doi": "10.3847/1538-4365/acdc9f",
        "issn": "0067-0049",
        "publisher": "American Astronomical Society",
        "publication": "Astrophysical Journal Supplement Series",
        "publication_date": "2023-08",
        "series_number": "2",
        "volume": "267",
        "issue": "2",
        "pages": "29"
    },
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        "type": "article",
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                "orcid": "0000-0002-6178-3198"
            },
            {
                "family_name": "Spencer",
                "given_name": "A. P.",
                "orcid": "0000-0003-4418-3366"
            },
            {
                "family_name": "Sun",
                "given_name": "L.",
                "orcid": "0000-0001-7959-892X"
            },
            {
                "family_name": "Szczepa\u0144czyk",
                "given_name": "M. J.",
                "orcid": "0000-0002-6167-6149"
            },
            {
                "family_name": "Thomas",
                "given_name": "M."
            },
            {
                "family_name": "Thomas",
                "given_name": "P."
            },
            {
                "family_name": "Thorne",
                "given_name": "K. A.",
                "orcid": "0000-0001-7948-9619"
            },
            {
                "family_name": "Toland",
                "given_name": "K.",
                "orcid": "0000-0001-9537-9698"
            },
            {
                "family_name": "Torrie",
                "given_name": "C. I."
            },
            {
                "family_name": "Traylor",
                "given_name": "G."
            },
            {
                "family_name": "Tse",
                "given_name": "M.",
                "orcid": "0000-0003-1510-4921"
            },
            {
                "family_name": "Vajente",
                "given_name": "G.",
                "orcid": "0000-0002-7656-6882"
            },
            {
                "family_name": "Valdes",
                "given_name": "G.",
                "orcid": "0000-0001-5411-380X"
            },
            {
                "family_name": "Vander-Hyde",
                "given_name": "D. C."
            },
            {
                "family_name": "Veitch",
                "given_name": "P. J.",
                "orcid": "0000-0002-2597-435X"
            },
            {
                "family_name": "Venugopalan",
                "given_name": "G.",
                "orcid": "0000-0003-4414-9918"
            },
            {
                "family_name": "Viets",
                "given_name": "A. D.",
                "orcid": "0000-0002-4241-1428"
            },
            {
                "family_name": "Vorvick",
                "given_name": "C.",
                "orcid": "0000-0003-1591-3358"
            },
            {
                "family_name": "Wade",
                "given_name": "M.",
                "orcid": "0000-0002-5703-4469"
            },
            {
                "family_name": "Ward",
                "given_name": "R. L."
            },
            {
                "family_name": "Weaver",
                "given_name": "B."
            },
            {
                "family_name": "Weiss",
                "given_name": "R."
            },
            {
                "family_name": "Whittle",
                "given_name": "C.",
                "orcid": "0000-0002-8833-7438"
            },
            {
                "family_name": "Willke",
                "given_name": "B.",
                "orcid": "0000-0003-0524-2925"
            },
            {
                "family_name": "Wipf",
                "given_name": "C. C."
            },
            {
                "family_name": "Xiao",
                "given_name": "L.",
                "orcid": "0000-0003-2703-449X"
            },
            {
                "family_name": "Yamamoto",
                "given_name": "H.",
                "orcid": "0000-0001-6919-9570"
            },
            {
                "family_name": "Yu",
                "given_name": "Hang",
                "orcid": "0000-0002-6011-6190"
            },
            {
                "family_name": "Yu",
                "given_name": "Haocun",
                "orcid": "0000-0002-7597-098X"
            },
            {
                "family_name": "Zhang",
                "given_name": "L.",
                "orcid": "0000-0002-0898-787X"
            },
            {
                "family_name": "Zucker",
                "given_name": "M. E.",
                "orcid": "0000-0002-2544-1596"
            },
            {
                "family_name": "Zweizig",
                "given_name": "J.",
                "orcid": "0000-0002-1521-3397"
            }
        ],
        "abstract": "Advanced LIGO and Advanced Virgo have detected gravitational waves from astronomical sources to open a new window on the Universe. To explore this new realm requires an exquisite level of detector sensitivity, meaning that the much stronger signal from instrumental and environmental noise must be rejected. Selected examples of unwanted noise in Advanced LIGO are presented. The initial focus is on how the existence of this noise (characterized by particular frequencies or time intervals) was discovered. Then, a variety of methods are used to track down the source of the noise, e.g., a fault within the instruments or coupling from an external source. The ultimate goal of this effort is to mitigate the noise by either fixing equipment or by augmenting methods to suppress the coupling to the environment.",
        "doi": "10.1063/5.0140766",
        "issn": "0003-6951",
        "publisher": "AIP Publishing",
        "publication": "Applied Physics Letters",
        "publication_date": "2023-05-01",
        "series_number": "18",
        "volume": "122",
        "issue": "18"
    },
    {
        "id": "authors:snj36-fj011",
        "collection": "authors",
        "collection_id": "snj36-fj011",
        "cite_using_url": "https://resolver.caltech.edu/CaltechAUTHORS:20221202-907217500.12",
        "type": "article",
        "title": "Metric assisted stochastic sampling search for gravitational waves from binary black hole mergers",
        "author": [
            {
                "family_name": "Hanna",
                "given_name": "Chad",
                "clpid": "Hanna-Chad"
            },
            {
                "family_name": "Joshi",
                "given_name": "Prathamesh",
                "orcid": "0000-0002-4148-4932",
                "clpid": "Joshi-Prathamesh"
            },
            {
                "family_name": "Huxford",
                "given_name": "Rachael",
                "clpid": "Huxford-Rachael"
            },
            {
                "family_name": "Cannon",
                "given_name": "Kipp",
                "orcid": "0000-0003-4068-6572",
                "clpid": "Cannon-Kipp"
            },
            {
                "family_name": "Caudill",
                "given_name": "Sarah",
                "orcid": "0000-0002-8927-6673",
                "clpid": "Caudill-Sarah"
            },
            {
                "family_name": "Chan",
                "given_name": "Chiwai",
                "clpid": "Chan-Chiwai"
            },
            {
                "family_name": "Cousins",
                "given_name": "Bryce",
                "orcid": "0000-0002-7026-1340",
                "clpid": "Cousins-Bryce"
            },
            {
                "family_name": "Creighton",
                "given_name": "Jolien D.\u2009E.",
                "orcid": "0000-0003-3600-2406",
                "clpid": "Creighton-Jolien-D-E"
            },
            {
                "family_name": "Ewing",
                "given_name": "Becca",
                "orcid": "0000-0001-9178-5744",
                "clpid": "Ewing-Becca"
            },
            {
                "family_name": "Fernandez",
                "given_name": "Miguel",
                "clpid": "Fernandez-Miguel"
            },
            {
                "family_name": "Fong",
                "given_name": "Heather",
                "clpid": "Fong-Heather"
            },
            {
                "family_name": "Godwin",
                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan-M"
            },
            {
                "family_name": "Meacher",
                "given_name": "Duncan",
                "clpid": "Meacher-Duncan"
            },
            {
                "family_name": "Messick",
                "given_name": "Cody",
                "orcid": "0000-0002-8230-3309",
                "clpid": "Messick-Cody"
            },
            {
                "family_name": "Morisaki",
                "given_name": "Soichiro",
                "orcid": "0000-0002-8445-6747",
                "clpid": "Morisaki-Soichiro"
            },
            {
                "family_name": "Mukherjee",
                "given_name": "Debnandini",
                "orcid": "0000-0001-7335-9418",
                "clpid": "Mukherjee-Debnandini"
            },
            {
                "family_name": "Ohta",
                "given_name": "Hiroaki",
                "clpid": "Ohta-Hiroaki"
            },
            {
                "family_name": "Pace",
                "given_name": "Alexander",
                "clpid": "Pace-Alexander-E"
            },
            {
                "family_name": "Privitera",
                "given_name": "Stephen",
                "clpid": "Privitera-Stephen"
            },
            {
                "family_name": "Sachdev",
                "given_name": "Surabhi",
                "orcid": "0000-0002-0525-2317",
                "clpid": "Sachdev-Surabhi"
            },
            {
                "family_name": "Sakon",
                "given_name": "Shio",
                "clpid": "Sakon-Shio"
            },
            {
                "family_name": "Singh",
                "given_name": "Divya",
                "clpid": "Singh-Divya"
            },
            {
                "family_name": "Tapia",
                "given_name": "Ron",
                "orcid": "0000-0003-4442-4166",
                "clpid": "Tapia-Ron"
            },
            {
                "family_name": "Tsukada",
                "given_name": "Leo",
                "clpid": "Tsukada-Leo"
            },
            {
                "family_name": "Tsuna",
                "given_name": "Daichi",
                "clpid": "Tsuna-Daichi"
            },
            {
                "family_name": "Tsutsui",
                "given_name": "Takuya",
                "clpid": "Tsutsui-Takuya"
            },
            {
                "family_name": "Ueno",
                "given_name": "Koh",
                "orcid": "0000-0003-0424-3045",
                "clpid": "Ueno-Koh"
            },
            {
                "family_name": "Viets",
                "given_name": "Aaron",
                "clpid": "Viets-Aaron"
            },
            {
                "family_name": "Wade",
                "given_name": "Leslie",
                "orcid": "0000-0002-8135-9351",
                "clpid": "Wade-Leslie"
            },
            {
                "family_name": "Wade",
                "given_name": "Madeline",
                "clpid": "Wade-Madeline"
            },
            {
                "family_name": "Wang",
                "given_name": "Jonathan",
                "clpid": "Wang-Jonathan-H"
            }
        ],
        "abstract": "We present a novel gravitational-wave detection algorithm that conducts a matched-filter search stochastically across the compact binary parameter space rather than relying on a fixed bank of template waveforms. This technique is competitive with standard template-bank-driven pipelines in both computational cost and sensitivity. However, the complexity of the analysis is simpler, allowing for easy configuration and horizontal scaling across heterogeneous grids of computers. To demonstrate the method we analyze approximately one month of public LIGO data from July 27 00:00 2017 UTC\u2013Aug 25 22:00 2017 UTC and recover eight known confident gravitational-wave candidates. We also inject simulated binary black hole signals to demonstrate the sensitivity.",
        "doi": "10.1103/physrevd.106.084033",
        "issn": "2470-0010",
        "publisher": "American Physical Society",
        "publication": "Physical Review D",
        "publication_date": "2022-10-15",
        "series_number": "8",
        "volume": "106",
        "issue": "8",
        "pages": "Art. No. 084033"
    },
    {
        "id": "authors:2rs5f-dp357",
        "collection": "authors",
        "collection_id": "2rs5f-dp357",
        "cite_using_url": "https://resolver.caltech.edu/CaltechAUTHORS:20210429-144553182",
        "type": "article",
        "title": "Template bank for spinning compact binary mergers in the second observation run of Advanced LIGO and the first observation run of Advanced Virgo",
        "author": [
            {
                "family_name": "Mukherjee",
                "given_name": "Debnandini",
                "orcid": "0000-0001-7335-9418",
                "clpid": "Mukherjee-Debnandini"
            },
            {
                "family_name": "Caudill",
                "given_name": "Sarah",
                "orcid": "0000-0002-8927-6673",
                "clpid": "Caudill-Sarah"
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan-M"
            },
            {
                "family_name": "Messick",
                "given_name": "Cody",
                "orcid": "0000-0002-8230-3309",
                "clpid": "Messick-Cody"
            },
            {
                "family_name": "Privitera",
                "given_name": "Stephen",
                "clpid": "Privitera-Stephen"
            },
            {
                "family_name": "Sachdev",
                "given_name": "Surabhi",
                "orcid": "0000-0002-0525-2317",
                "clpid": "Sachdev-Surabhi"
            },
            {
                "family_name": "Blackburn",
                "given_name": "Kent",
                "orcid": "0000-0002-3838-2986",
                "clpid": "Blackburn-Kent"
            },
            {
                "family_name": "Brady",
                "given_name": "Patrick",
                "orcid": "0000-0002-4611-9387",
                "clpid": "Brady-Patrick-R"
            },
            {
                "family_name": "Brockill",
                "given_name": "Patrick",
                "clpid": "Brockill-Patrick"
            },
            {
                "family_name": "Cannon",
                "given_name": "Kipp",
                "orcid": "0000-0003-4068-6572",
                "clpid": "Cannon-Kipp-C"
            },
            {
                "family_name": "Chamberlin",
                "given_name": "Sydney J.",
                "clpid": "Chamberlin-Sydney-J"
            },
            {
                "family_name": "Chatterjee",
                "given_name": "Deep",
                "orcid": "0000-0003-0038-5468",
                "clpid": "Chatterjee-Deep"
            },
            {
                "family_name": "Creighton",
                "given_name": "Jolien D.\u2009E.",
                "orcid": "0000-0003-3600-2406",
                "clpid": "Creighton-Jolien-D-E"
            },
            {
                "family_name": "Fong",
                "given_name": "Heather",
                "clpid": "Fong-Heather"
            },
            {
                "family_name": "Godwin",
                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            },
            {
                "family_name": "Hanna",
                "given_name": "Chad",
                "clpid": "Hanna-Chad"
            },
            {
                "family_name": "Kapadia",
                "given_name": "Shasvath",
                "orcid": "0000-0001-5318-1253",
                "clpid": "Kapadia-Shasvath-J"
            },
            {
                "family_name": "Lang",
                "given_name": "Ryan N.",
                "clpid": "Lang-Ryan-N"
            },
            {
                "family_name": "Li",
                "given_name": "Tjonnie G.\u2009F.",
                "orcid": "0000-0003-4297-7365",
                "clpid": "Li-Tjonnie-Guang-Feng"
            },
            {
                "family_name": "Lo",
                "given_name": "Rico K.\u2009L.",
                "orcid": "0000-0003-1561-6716",
                "clpid": "Lo-Rico-K-L"
            },
            {
                "family_name": "Meacher",
                "given_name": "Duncan",
                "clpid": "Meacher-Duncan"
            },
            {
                "family_name": "Pace",
                "given_name": "Alex",
                "clpid": "Pace-Alexander-E"
            },
            {
                "family_name": "Sadeghian",
                "given_name": "Laleh",
                "clpid": "Sadeghian-Laleh"
            },
            {
                "family_name": "Tsukada",
                "given_name": "Leo",
                "clpid": "Tsukada-Leo"
            },
            {
                "family_name": "Wade",
                "given_name": "Leslie",
                "orcid": "0000-0002-8135-9351",
                "clpid": "Wade-Leslie"
            },
            {
                "family_name": "Wade",
                "given_name": "Madeline",
                "clpid": "Wade-Madeline"
            },
            {
                "family_name": "Weinstein",
                "given_name": "Alan",
                "orcid": "0000-0002-0928-6784",
                "clpid": "Weinstein-Alan-J-Physics"
            },
            {
                "family_name": "Xiao",
                "given_name": "Liting",
                "orcid": "0000-0003-2703-449X",
                "clpid": "Xiao-Liting"
            }
        ],
        "abstract": "We describe the methods used to construct the aligned-spin template bank of gravitational waveforms used by the Gstreamer and Ligo Algorithm Library (GstLAL)-based pipeline to analyze data from the second observing run of Advanced Laser Interferometer Gravitational Wave Observatory (LIGO) and the first observing run of Advanced Virgo. The bank expands upon the parameter space covered during Advanced LIGO's first observing run, including coverage for merging compact binary systems with total mass between 2 M_\u2299  and \n400 M_\u2299 and mass ratios between 1 and 97.988. Thus the systems targeted include merging neutron star-neutron star systems, neutron star-black hole binaries, and black hole-black hole binaries expanding into the intermediate-mass range. Component masses less than 2 M_\u2299 have allowed (anti-)aligned spins between \u00b10.05, while component masses greater than 2 M_\u2299 have allowed (anti-)aligned between \u00b10.999. The bank placement technique combines a stochastic method with a new grid-bank method to better isolate noisy templates, resulting in a total of 677,000 templates.",
        "doi": "10.1103/physrevd.103.084047",
        "issn": "2470-0010",
        "publisher": "American Physical Society",
        "publication": "Physical Review D",
        "publication_date": "2021-04-15",
        "series_number": "8",
        "volume": "103",
        "issue": "8",
        "pages": "Art. No. 084047"
    },
    {
        "id": "authors:zr44p-7ey33",
        "collection": "authors",
        "collection_id": "zr44p-7ey33",
        "cite_using_url": "https://resolver.caltech.edu/CaltechAUTHORS:20200116-101440415",
        "type": "article",
        "title": "A self-consistent method to estimate the rate of compact binary coalescences with a Poisson mixture model",
        "author": [
            {
                "family_name": "Kapadia",
                "given_name": "Shasvath J.",
                "orcid": "0000-0001-5318-1253",
                "clpid": "Kapadia-Shasvath-J"
            },
            {
                "family_name": "Caudill",
                "given_name": "Sarah",
                "orcid": "0000-0002-8927-6673",
                "clpid": "Caudill-Sarah"
            },
            {
                "family_name": "Creighton",
                "given_name": "Jolien D. E.",
                "orcid": "0000-0003-3600-2406",
                "clpid": "Creighton-Jolien-D-E"
            },
            {
                "family_name": "Farr",
                "given_name": "Will M.",
                "orcid": "0000-0003-1540-8562",
                "clpid": "Farr-Will-M"
            },
            {
                "family_name": "Mendell",
                "given_name": "Gregory",
                "clpid": "Mendell-Gregory"
            },
            {
                "family_name": "Weinstein",
                "given_name": "Alan",
                "orcid": "0000-0002-0928-6784",
                "clpid": "Weinstein-Alan-J-Physics"
            },
            {
                "family_name": "Cannon",
                "given_name": "Kipp",
                "orcid": "0000-0003-4068-6572",
                "clpid": "Cannon-Kipp-C"
            },
            {
                "family_name": "Fong",
                "given_name": "Heather",
                "clpid": "Fong-Heather"
            },
            {
                "family_name": "Godwin",
                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            },
            {
                "family_name": "Lo",
                "given_name": "Rico K. L.",
                "clpid": "Lo-Rico-K-L"
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan-M"
            },
            {
                "family_name": "Meacher",
                "given_name": "Duncan",
                "clpid": "Meacher-Duncan"
            },
            {
                "family_name": "Messick",
                "given_name": "Cody",
                "orcid": "0000-0002-8230-3309",
                "clpid": "Messick-Cody"
            },
            {
                "family_name": "Mohite",
                "given_name": "Siddharth R.",
                "clpid": "Mohite-Siddharth-R"
            },
            {
                "family_name": "Mukherjee",
                "given_name": "Debnandini",
                "orcid": "0000-0001-7335-9418",
                "clpid": "Mukherjee-Debnandini"
            },
            {
                "family_name": "Sachdev",
                "given_name": "Surabhi",
                "orcid": "0000-0002-2432-7070",
                "clpid": "Sachdev-Surabhi"
            }
        ],
        "abstract": "The recently published GWTC-1 (Abbott B P et al (LIGO Scientific Collaboration and Virgo Collaboration) 2019 Phys. Rev. X 9 031040)\u2014a journal article summarizing the search for gravitational waves (GWs) from coalescing compact binaries in data produced by the LIGO-Virgo network of ground-based detectors during their first and second observing runs\u2014quoted estimates for the rates of binary neutron star, neutron star black hole binary, and binary black hole mergers, as well as assigned probabilities of astrophysical origin for various significant and marginal GW candidate events. In this paper, we delineate the formalism used to compute these rates and probabilities, which assumes that triggers above a low ranking statistic threshold, whether of terrestrial or astrophysical origin, occur as independent Poisson processes. In particular, we include an arbitrary number of astrophysical categories by redistributing, via mass-based template weighting, the foreground probabilities of candidate events, across source classes. We evaluate this formalism on synthetic GW data, and demonstrate that this method works well for the kind of GW signals observed during the first and second observing runs.",
        "doi": "10.1088/1361-6382/ab5f2d",
        "issn": "0264-9381",
        "publisher": "IOP",
        "publication": "Classical and Quantum Gravity",
        "publication_date": "2020-02-20",
        "series_number": "4",
        "volume": "37",
        "issue": "4",
        "pages": "Art. No. 045007"
    },
    {
        "id": "authors:jvndg-0fy58",
        "collection": "authors",
        "collection_id": "jvndg-0fy58",
        "cite_using_url": "https://resolver.caltech.edu/CaltechAUTHORS:20190501-135957305",
        "type": "article",
        "title": "Fast evaluation of multidetector consistency for real-time gravitational wave searches",
        "author": [
            {
                "family_name": "Hanna",
                "given_name": "Chad",
                "clpid": "Hanna-Chad"
            },
            {
                "family_name": "Caudill",
                "given_name": "Sarah",
                "orcid": "0000-0002-8927-6673",
                "clpid": "Caudill-Sarah"
            },
            {
                "family_name": "Messick",
                "given_name": "Cody",
                "orcid": "0000-0002-8230-3309",
                "clpid": "Messick-Cody"
            },
            {
                "family_name": "Reza",
                "given_name": "Amit",
                "orcid": "0000-0001-7934-0259",
                "clpid": "Reza-Amit"
            },
            {
                "family_name": "Sachdev",
                "given_name": "Surabhi",
                "orcid": "0000-0002-2432-7070",
                "clpid": "Sachdev-Surabhi"
            },
            {
                "family_name": "Tsukada",
                "given_name": "Leo",
                "clpid": "Tsukada-Leo"
            },
            {
                "family_name": "Cannon",
                "given_name": "Kipp",
                "orcid": "0000-0003-4068-6572",
                "clpid": "Cannon-Kipp-C"
            },
            {
                "family_name": "Blackburn",
                "given_name": "Kent",
                "orcid": "0000-0002-3838-2986",
                "clpid": "Blackburn-Kent"
            },
            {
                "family_name": "Creighton",
                "given_name": "Jolien D. E.",
                "orcid": "0000-0003-3600-2406",
                "clpid": "Creighton-Jolien-D-E"
            },
            {
                "family_name": "Fong",
                "given_name": "Heather",
                "clpid": "Fong-Heather"
            },
            {
                "family_name": "Godwin",
                "given_name": "Olivia",
                "orcid": "0000-0002-7489-4751",
                "clpid": "Godwin-Olivia"
            },
            {
                "family_name": "Kapadia",
                "given_name": "Shasvath",
                "orcid": "0000-0001-5318-1253",
                "clpid": "Kapadia-Shasvath-J"
            },
            {
                "family_name": "Li",
                "given_name": "Tjonnie G. F.",
                "orcid": "0000-0003-4297-7365",
                "clpid": "Li-Tjonnie-Guang-Feng"
            },
            {
                "family_name": "Magee",
                "given_name": "Ryan",
                "orcid": "0000-0001-9769-531X",
                "clpid": "Magee-Ryan-M"
            },
            {
                "family_name": "Meacher",
                "given_name": "Duncan",
                "clpid": "Meacher-Duncan"
            },
            {
                "family_name": "Mukherjee",
                "given_name": "Debnandini",
                "orcid": "0000-0001-7335-9418",
                "clpid": "Mukherjee-Debnandini"
            },
            {
                "family_name": "Pace",
                "given_name": "Alex",
                "clpid": "Pace-Alexander-E"
            },
            {
                "family_name": "Privitera",
                "given_name": "Stephen",
                "clpid": "Privitera-Stephen"
            },
            {
                "family_name": "Lo",
                "given_name": "Rico K. L.",
                "clpid": "Lo-Rico-K-L"
            },
            {
                "family_name": "Wade",
                "given_name": "Leslie",
                "orcid": "0000-0002-8135-9351",
                "clpid": "Wade-Leslie"
            }
        ],
        "abstract": "Gravitational waves searches for compact binary mergers with LIGO and Virgo are presently a two stage process. First, a gravitational wave signal is identified. Then, an exhaustive search over possible signal parameters is performed. It is critical that the identification stage is efficient in order to maximize the number of gravitational wave sources that are identified. Initial identification of gravitational wave signals with LIGO and Virgo happens in real-time which requires that less than one second of computational time must be used for each one second of gravitational wave data collected. In contrast, subsequent parameter estimation may require hundreds of hours of computational time to analyze the same one second of gravitational wave data. The real-time identification requirement necessitates efficient and often approximate methods for signal analysis. We describe one piece of real-time gravitational-wave identification: an efficient method for ascertaining a signal's consistency between multiple gravitational wave detectors suitable for real-time gravitational wave searches for compact binary mergers. This technique was used in analyses of Advanced LIGO's second observing run and Advanced Virgo's first observing run.",
        "doi": "10.1103/PhysRevD.101.022003",
        "issn": "2470-0010",
        "publisher": "American Physical Society",
        "publication": "Physical Review D",
        "publication_date": "2020-01-15",
        "series_number": "2",
        "volume": "101",
        "issue": "2",
        "pages": "Art. No. 022003"
    }
]