<h1>Beck, James</h1>
<h2>Article from <a href="https://authors.library.caltech.edu">CaltechAUTHORS</a></h2>
<ul>
<li>Meng, Xianghao and Beck, James L., el al. (2025) <a href="https://authors.library.caltech.edu/records/cagcy-mf592">Adaptive meta-learning stochastic gradient Hamiltonian Monte Carlo simulation for Bayesian updating of structural dynamic models</a>; Computer Methods in Applied Mechanics and Engineering; Vol. 437; 117753; <a href="https://doi.org/10.1016/j.cma.2025.117753">10.1016/j.cma.2025.117753</a></li>
<li>Xue, Shicheng and Zhou, Wensong, el al. (2023) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20230605-335167000.30">Damage localization and robust diagnostics in guided-wave testing using multitask complex hierarchical sparse Bayesian learning</a>; Mechanical Systems and Signal Processing; Vol. 197; Art. No. 110365; <a href="https://doi.org/10.1016/j.ymssp.2023.110365">10.1016/j.ymssp.2023.110365</a></li>
<li>Li, Qi and Gao, Jingze, el al. (2023) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20230725-746922000.40">Probabilistic outlier detection for robust regression modeling of structural response for high-speed railway track monitoring</a>; Structural Health Monitoring; <a href="https://doi.org/10.1177/14759217231184584">10.1177/14759217231184584</a></li>
<li>Beck, James L. (2023) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20230530-440634100.2">Neo-classical Relativistic Mechanics Theory for Electrons that Exhibits Spin, Zitterbewegung, Dipole Moments, Wavefunctions and Dirac's Wave Equation</a>; Foundations of Physics; Vol. 53; No. 3; Art. No. 57; <a href="https://doi.org/10.1007/s10701-023-00696-9">10.1007/s10701-023-00696-9</a></li>
<li>Wang, Chenyue and Gao, Jingze, el al. (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20220913-660236900">Robust sparse Bayesian learning for broad learning with application to high-speed railway track monitoring</a>; Structural Health Monitoring; <a href="https://doi.org/10.1177/14759217221104224">10.1177/14759217221104224</a></li>
<li>Beck, James L. and Bursi, Oreste S., el al. (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20220608-849711000">Introduction</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 37; No. 9; 1069; <a href="https://doi.org/10.1111/mice.12875">10.1111/mice.12875</a></li>
<li>Beck, James L. and Pei, Jin-Song (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20220310-207343000">Demonstrating the power of extended Masing models for hysteresis through model equivalencies and numerical investigation</a>; Nonlinear Dynamics; Vol. 108; No. 2; 827-856; <a href="https://doi.org/10.1007/s11071-022-07237-5">10.1007/s11071-022-07237-5</a></li>
<li>Filippitzis, Filippos and Kohler, Monica D., el al. (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20211130-233228088">Sparse Bayesian learning for damage identification using nonlinear models: Application to weld fractures of steel-frame buildings</a>; Structural Control and Health Monitoring; Vol. 29; No. 2; Art. No. e2870; <a href="https://doi.org/10.1002/stc.2870">10.1002/stc.2870</a></li>
<li>Beck, James L. and Bursi, Oreste S., el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210723-174240377">Introduction</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 36; No. 9; 1093; <a href="https://doi.org/10.1111/mice.12744">10.1111/mice.12744</a></li>
<li>Wang, Xiaoyou and Li, Lingfang, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210311-132657694">Sparse Bayesian factor analysis for structural damage detection under unknown environmental conditions</a>; Mechanical Systems and Signal Processing; Vol. 154; Art. No. 107563; <a href="https://doi.org/10.1016/j.ymssp.2020.107563">10.1016/j.ymssp.2020.107563</a></li>
<li>Hou, Rongrong and Beck, James L., el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210506-154343471">Structural damage detection of space frame structures with semi-rigid connections</a>; Engineering Structures; Vol. 235; Art. No. 112029; <a href="https://doi.org/10.1016/j.engstruct.2021.112029">10.1016/j.engstruct.2021.112029</a></li>
<li>Huang, Yong and Beck, James L., el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20201117-111302958">Sequential sparse Bayesian learning with applications to system identification for damage assessment and recursive reconstruction of image sequences</a>; Computer Methods in Applied Mechanics and Engineering; Vol. 373; Art. No. 113545; <a href="https://doi.org/10.1016/j.cma.2020.113545">10.1016/j.cma.2020.113545</a></li>
<li>Pei, Jin-Song and Gay-Balmaz, François, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210125-105420859">Connecting mem-models with classical theories</a>; Nonlinear Dynamics; Vol. 103; No. 2; 1321-1344; <a href="https://doi.org/10.1007/s11071-020-06084-6">10.1007/s11071-020-06084-6</a></li>
<li>Cantero-Chinchilla, Sergio and Beck, James L., el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20201216-104314304">OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring</a>; SoftwareX; Vol. 13; Art. No. 100643; <a href="https://doi.org/10.1016/j.softx.2020.100643">10.1016/j.softx.2020.100643</a></li>
<li>Huang, Yong and Yu, Jianqi, el al. (2020) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20200929-104859401">Novel sparseness-inducing dual Kalman filter and its application to tracking time-varying spatially-sparse structural stiffness changes and inputs</a>; Computer Methods in Applied Mechanics and Engineering; Vol. 372; Art. No. 113411; <a href="https://doi.org/10.1016/j.cma.2020.113411">10.1016/j.cma.2020.113411</a></li>
<li>Bhattacharyya, Pinaky and Beck, James (2020) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20200819-121109344">Exploiting convexification for Bayesian optimal sensor placement by maximization of mutual information</a>; Structural Control and Health Monitoring; Vol. 27; No. 10; e2605; <a href="https://doi.org/10.1002/stc.2605">10.1002/stc.2605</a></li>
<li>Cantero-Chinchilla, Sergio and Beck, James L., el al. (2020) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20200427-094252410">Optimal sensor and actuator placement for structural health monitoring via an efficient convex cost-benefit optimization</a>; Mechanical Systems and Signal Processing; Vol. 144; Art. No. 106901; <a href="https://doi.org/10.1016/j.ymssp.2020.106901">10.1016/j.ymssp.2020.106901</a></li>
<li>Beck, James L. and Bursi, Oreste S., el al. (2020) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20200421-083532986">Introduction</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 35; No. 6; 533; <a href="https://doi.org/10.1111/mice.12542">10.1111/mice.12542</a></li>
<li>Beck, James L. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190624-041159024">Invalidity of the Standard Locality Condition for Hidden-Variable Models of EPR-Bohm Experiments</a>; International Journal of Quantum Foundations; Vol. 5; No. 4; 115-133</li>
<li>Beck, James L. and Bursi, Oreste S., el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190809-085715962">Introduction</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 34; No. 9; 731; <a href="https://doi.org/10.1111/mice.12483">10.1111/mice.12483</a></li>
<li>Huang, Yong and Beck, James L., el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190815-083033604">Multitask Sparse Bayesian Learning with Applications in Structural Health Monitoring</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 34; No. 9; 732-754; <a href="https://doi.org/10.1111/mice.12408">10.1111/mice.12408</a></li>
<li>Yang, Jia-Hua and Lam, Heung-Fai, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190329-083647784">Bayes-Mode-ID: A Bayesian modal-component-sampling method for operational modal analysis</a>; Engineering Structures; Vol. 189; 222-240; <a href="https://doi.org/10.1016/j.engstruct.2019.03.047">10.1016/j.engstruct.2019.03.047</a></li>
<li>Lam, Heung-Fai and Yang, Jia-Hua, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190219-135030392">Bayesian operational modal analysis and assessment of a full-scale coupled structural system using the Bayes-Mode-ID method</a>; Engineering Structures; Vol. 186; 183-202; <a href="https://doi.org/10.1016/j.engstruct.2019.02.016">10.1016/j.engstruct.2019.02.016</a></li>
<li>Huang, Yong and Shao, Changsong, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190410-153356395">State-of-the-art review on Bayesian inference in structural system identification and damage assessment</a>; Advances in Structural Engineering; Vol. 22; No. 6; 1329-1351; <a href="https://doi.org/10.1177/1369433218811540">10.1177/1369433218811540</a></li>
<li>Pei, Jin-Song and Wright, Joseph P., el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20181115-100313666">On choosing state variables for piecewise-smooth dynamical system simulations</a>; Nonlinear Dynamics; Vol. 95; No. 2; 1165-1188; <a href="https://doi.org/10.1007/s11071-018-4622-2">10.1007/s11071-018-4622-2</a></li>
<li>Beck, James L. and Bursi, Oreste S., el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180822-093024661">Introduction</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 33; No. 9; 711; <a href="https://doi.org/10.1111/mice.12386">10.1111/mice.12386</a></li>
<li>Huang, Yong and Beck, James L. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180822-095355343">Full Gibbs Sampling Procedure for Bayesian System Identification Incorporating Sparse Bayesian Learning with Automatic Relevance Determination</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 33; No. 9; 712-730; <a href="https://doi.org/10.1111/mice.12358">10.1111/mice.12358</a></li>
<li>Betz, Wolfgang and Beck, James L., el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180412-155717120">Bayesian inference with reliability methods without knowing the maximum of the likelihood function</a>; Probabilistic Engineering Mechanics; Vol. 53; 14-22; <a href="https://doi.org/10.1016/j.probengmech.2018.03.004">10.1016/j.probengmech.2018.03.004</a></li>
<li>Betz, Wolfgang and Papaioannou, Iason, el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20171206-101213438">Bayesian inference with Subset Simulation: Strategies and improvements</a>; Computer Methods in Applied Mechanics and Engineering; Vol. 331; 72-93; <a href="https://doi.org/10.1016/j.cma.2017.11.021">10.1016/j.cma.2017.11.021</a></li>
<li>Wagner, Paul-Remo and Dertimanis, Vasilis K., el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180201-081127055">Robust-to-Uncertainties Optimal Design of Seismic Metamaterials</a>; Journal of Engineering Mechanics; Vol. 144; No. 3; Art. No. 04017181; <a href="https://doi.org/10.1061/(ASCE)EM.1943-7889.0001404">10.1061/(ASCE)EM.1943-7889.0001404</a></li>
<li>Oh, Chang Kook and Beck, James L. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180312-114520324">A Bayesian Learning Method for Structural Damage Assessment of Phase I IASC-ASCE Benchmark Problem</a>; KSCE Journal of Civil Engineering; Vol. 22; No. 3; 987-992; <a href="https://doi.org/10.1007/s12205-018-1290-1">10.1007/s12205-018-1290-1</a></li>
<li>Vakilzadeh, Majid K. and Beck, James L., el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170104-100150335">Using Approximate Bayesian Computation by Subset Simulation for Efficient Posterior Assessment of Dynamic State-Space Model Classes</a>; SIAM Journal on Scientific Computing; Vol. 40; No. 1; B168-B195; <a href="https://doi.org/10.1137/16M1090466">10.1137/16M1090466</a></li>
<li>Beck, James L. and Bursi, Oreste S., el al. (2018) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180201-155904041">Introduction</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 33; No. 1; 3-3; <a href="https://doi.org/10.1111/mice.12333">10.1111/mice.12333</a></li>
<li>Vakilzadeh, Majid K. and Beck, James L., el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180222-111127652">Approximate Bayesian Computation by Subset Simulation for model selection in dynamical systems</a>; Procedia Engineering; Vol. 199; 1056-1061; <a href="https://doi.org/10.1016/j.proeng.2017.09.291">10.1016/j.proeng.2017.09.291</a></li>
<li>Catanach, Thomas A. and Beck, James L. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20171026-104414715">Bayesian System Identification using auxiliary stochastic dynamical systems</a>; International Journal of Non-Linear Mechanics; Vol. 94; 72-83; <a href="https://doi.org/10.1016/j.ijnonlinmec.2017.03.012">10.1016/j.ijnonlinmec.2017.03.012</a></li>
<li>Minson, Sarah E. and Wu, Stephen, el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170613-131115322">Combining Multiple Earthquake Models in Real Time for Earthquake Early Warning</a>; Bulletin of the Seismological Society of America; Vol. 107; No. 4; 1868-1882; <a href="https://doi.org/10.1785/0120160331">10.1785/0120160331</a></li>
<li>Yeung, Enoch and Dy, Aaron J., el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170731-080503943">Biophysical Constraints Arising from Compositional Context in Synthetic Gene Networks</a>; Cell Systems; Vol. 5; No. 1; 11-24; <a href="https://doi.org/10.1016/j.cels.2017.06.001">10.1016/j.cels.2017.06.001</a></li>
<li>Huang, Yong and Beck, James L., el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170511-081310764">Bayesian system identification based on hierarchical sparse Bayesian learning and Gibbs sampling with application to structural damage assessment</a>; Computer Methods in Applied Mechanics and Engineering; Vol. 318; 382-411; <a href="https://doi.org/10.1016/j.cma.2017.01.030">10.1016/j.cma.2017.01.030</a></li>
<li>Bao, Yuequan and Shi, Zuoqiang, el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170214-074909079">Identification of time-varying cable tension forces based on adaptive sparse time-frequency analysis of cable vibrations</a>; Structural Control and Health Monitoring; Vol. 24; No. 3; Art. No. e1889; <a href="https://doi.org/10.1002/stc.1889">10.1002/stc.1889</a></li>
<li>Vakilzadeh, Majid K. and Huang, Yong, el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170104-092800219">Approximate Bayesian Computation by Subset Simulation using hierarchical state-space models</a>; Mechanical Systems and Signal Processing; Vol. 84; 2-20; <a href="https://doi.org/10.1016/j.ymssp.2016.02.024">10.1016/j.ymssp.2016.02.024</a></li>
<li>Huang, Yong and Beck, James L., el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170119-123039578">Hierarchical sparse Bayesian learning for structural damage detection: Theory, computation and application</a>; Structural Safety; Vol. 64; 37-53; <a href="https://doi.org/10.1016/j.strusafe.2016.09.001">10.1016/j.strusafe.2016.09.001</a></li>
<li>Huang, Yong and Beck, James L., el al. (2016) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170119-124035615">Bayesian compressive sensing for approximately sparse signals and application to structural health monitoring signals for data loss recovery</a>; Probabilistic Engineering Mechanics; Vol. 46; 62-79; <a href="https://doi.org/10.1016/j.probengmech.2016.08.001">10.1016/j.probengmech.2016.08.001</a></li>
<li>Mitrani-Reiser, Judith and Wu, Stephen, el al. (2016) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160415-092533347">Virtual Inspector and its application to immediate pre-event and post-event earthquake loss and safety assessment of buildings</a>; Natural Hazards; Vol. 81; No. 3; 1861-1878; <a href="https://doi.org/10.1007/s11069-016-2159-6">10.1007/s11069-016-2159-6</a></li>
<li>Wu, Stephen and Cheng, Ming Hei, el al. (2016) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160108-125732803">An Engineering Application of Earthquake Early Warning: ePAD-Based Decision Framework for Elevator Control</a>; Journal of Structural Engineering; Vol. 142; No. 1; Art. No. 04015092; <a href="https://doi.org/10.1061/(ASCE)ST.1943-541X.0001356">10.1061/(ASCE)ST.1943-541X.0001356</a></li>
<li>Jia, Gaofeng and Taflanidis, Alexandros A., el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160108-095611832">Non-parametric stochastic subset optimization for design problems with reliability constraints</a>; Structural and Multidisciplinary Optimization; Vol. 52; No. 6; 1185-1204; <a href="https://doi.org/10.1007/s00158-015-1300-6">10.1007/s00158-015-1300-6</a></li>
<li>Beck, James L. and Graf, Wolfgang, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20150507-142715933">Introduction</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 30; No. 5; 329; <a href="https://doi.org/10.1111/mice.12150">10.1111/mice.12150</a></li>
<li>Zuev, Konstantin M. and Wu, Stephen, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20150604-083829598">General network reliability problem and its efficient solution by Subset Simulation</a>; Probabilistic Engineering Mechanics; Vol. 40; 25-35; <a href="https://doi.org/10.1016/j.probengmech.2015.02.002">10.1016/j.probengmech.2015.02.002</a></li>
<li>Alimoradi, Arzhang and Beck, James L. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20150416-152924770">Machine-Learning Methods for Earthquake Ground Motion Analysis and Simulation</a>; Journal of Engineering Mechanics; Vol. 141; No. 4; Art. No. 04014147; <a href="https://doi.org/10.1061/(ASCE)EM.1943-7889.0000869">10.1061/(ASCE)EM.1943-7889.0000869</a></li>
<li>Wu, S. and Yamada, M., el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20150326-084342494">Multi-events earthquake early warning algorithm using a Bayesian approach</a>; Geophysical Journal International; Vol. 200; No. 2; 789-806; <a href="https://doi.org/10.1093/gji/ggu437">10.1093/gji/ggu437</a></li>
<li>Huang, Yong and Beck, James L. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20150910-122118734">Hierarchical Sparse Bayesian Learning for Structural Health Monitoring with Incomplete Modal Data</a>; International Journal for Uncertainty Quantification; Vol. 5; No. 2; 139-169; <a href="https://doi.org/10.1615/Int.J.UncertaintyQuantification.2015011808">10.1615/Int.J.UncertaintyQuantification.2015011808</a></li>
<li>Chiachío, Manuel and Chiachío, Juan, el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140904-094831940">Predicting fatigue damage in composites: A Bayesian framework</a>; Structural Safety; Vol. 51; 57-68; <a href="https://doi.org/10.1016/j.strusafe.2014.06.002">10.1016/j.strusafe.2014.06.002</a></li>
<li>Minson, S. E. and Simons, M., el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140829-082701451">Bayesian inversion for finite fault earthquake source models – II: the 2011 great Tohoku-oki, Japan earthquake</a>; Geophysical Journal International; Vol. 198; No. 2; 922-940; <a href="https://doi.org/10.1093/gji/ggu170">10.1093/gji/ggu170</a></li>
<li>Chiachio, Manuel and Beck, James L., el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140808-102506649">Approximate Bayesian Computation by Subset Simulation</a>; SIAM Journal on Scientific Computing; Vol. 36; No. 3; A1339-A1358; <a href="https://doi.org/10.1137/130932831">10.1137/130932831</a></li>
<li>Duputel, Zacharie and Agram, Piyush S., el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140515-083746685">Accounting for prediction uncertainty when inferring subsurface fault slip</a>; Geophysical Journal International; Vol. 197; No. 1; 464-482; <a href="https://doi.org/10.1093/gji/ggt517">10.1093/gji/ggt517</a></li>
<li>Huang, Yong and Beck, James L., el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140213-094350582">Robust Bayesian Compressive Sensing for Signals in Structural Health Monitoring</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 29; No. 3; 160-179; <a href="https://doi.org/10.1111/mice.12051">10.1111/mice.12051</a></li>
<li>Beck, James L. and Graf, Wolfgang, el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140213-095228763">Introduction</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 29; No. 3; 159-159; <a href="https://doi.org/10.1111/mice.12070">10.1111/mice.12070</a></li>
<li>Cheng, Ming-Hei and Wu, Stephen, el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20140501-133917005">Earthquake early warning application to buildings</a>; Engineering Structures; Vol. 60; 155-164; <a href="https://doi.org/10.1016/j.engstruct.2013.12.033">10.1016/j.engstruct.2013.12.033</a></li>
<li>Wu, Stephen and Beck, James L., el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20131105-094211973">ePAD: Earthquake Probability-Based Automated Decision-Making Framework for Earthquake Early Warning</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 28; No. 10; 737-752; <a href="https://doi.org/10.1111/mice.12048">10.1111/mice.12048</a></li>
<li>Zuev, Konstantin M. and Beck, James L. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130806-152109681">Global optimization using the asymptotically independent Markov sampling method</a>; Computers and Structures; Vol. 126; 107-119; <a href="https://doi.org/10.1016/j.compstruc.2013.04.005">10.1016/j.compstruc.2013.04.005</a></li>
<li>Minson, S. E. and Simons, M., el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130801-112620316">Bayesian inversion for finite fault earthquake source models  I—theory and algorithm</a>; Geophysical Journal International; <a href="https://doi.org/10.1093/gji/ggt180">10.1093/gji/ggt180</a></li>
<li>Beck, James L. and Taflanidis, Alexandros A. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-150858509">Prior and Posterior Robust Stochastic Predictions for Dynamical Systems using Probability Logic</a>; International Journal for Uncertainty Quantification; Vol. 3; No. 4; 271-288; <a href="https://doi.org/10.1615/Int.J.UncertaintyQuantification.2012003641">10.1615/Int.J.UncertaintyQuantification.2012003641</a></li>
<li>Beck, James L. and Zuev, Konstantin M. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-150031159">Asymptotically Independent Markov Sampling: A New Markov Chain Monte Carlo Scheme for Bayesian Interference</a>; International Journal for Uncertainty Quantification; Vol. 3; No. 5; 445-474; <a href="https://doi.org/10.1615/Int.J.UncertaintyQuantification.2012004713">10.1615/Int.J.UncertaintyQuantification.2012004713</a></li>
<li>Beck, James L. and Graf, Wolfgang, el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20121005-091600995">Special Issue on Computational Intelligence in Structural Engineering and Mechanics</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 27; No. 9; 639-639; <a href="https://doi.org/10.1111/j.1467-8667.2012.00784.x">10.1111/j.1467-8667.2012.00784.x</a></li>
<li>Goller, B. and Beck, J. L., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120711-101751066">Evidence-Based Identification of Weighting Factors in Bayesian Model Updating Using Modal Data</a>; Journal of Engineering Mechanics; Vol. 138; No. 5; 430-440; <a href="https://doi.org/10.1061/(ASCE)EM.1943-7889.0000351">10.1061/(ASCE)EM.1943-7889.0000351</a></li>
<li>Jalayer, F. and Beck, J. L., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120427-141107463">Analyzing the Sufficiency of Alternative Scalar and Vector Intensity Measures of Ground Shaking Based on Information Theory</a>; Journal of Engineering Mechanics; Vol. 138; No. 3; 307-316; <a href="https://doi.org/10.1061/(ASCE)EM.1943-7889.0000327">10.1061/(ASCE)EM.1943-7889.0000327</a></li>
<li>Zuev, Konstantin M. and Beck, James L., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120306-082708524">Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions</a>; Computers and Structures; Vol. 92-93; 283-296; <a href="https://doi.org/10.1016/j.compstruc.2011.10.017">10.1016/j.compstruc.2011.10.017</a></li>
<li>Arangio, S. and Beck, J. L. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120229-072538440">Bayesian neural networks for bridge integrity assessment</a>; Structural Control and Health Monitoring; Vol. 19; No. 1; 3-21; <a href="https://doi.org/10.1002/stc.420">10.1002/stc.420</a></li>
<li>Au, S. K. and Beck, J. L., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-154248962">Discussion of Paper by F. Miao and M. Ghosn, &quot;Modified Subset Simulation for Reliability Analysis of Structural Systems&quot;</a>; Structural Safety; Vol. 34; No. 1; 379-380; <a href="https://doi.org/10.1016/j.strusafe.2011.09.003">10.1016/j.strusafe.2011.09.003</a></li>
<li>Bao, Yuequan and Beck, James L., el al. (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110524-132425430">Compressive sampling for accelerometer signals in structural health monitoring</a>; Structural Health Monitoring; Vol. 10; No. 3; 235-246; <a href="https://doi.org/10.1177/1475921710373287">10.1177/1475921710373287</a></li>
<li>Beck, James L. (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120411-083928890">Robust Stochastic Predictions of Dynamic Response During and Monitoring of Structures</a>; Procedia Engineering; Vol. 14; 32-40; <a href="https://doi.org/10.1016/j.proeng.2011.07.004">10.1016/j.proeng.2011.07.004</a></li>
<li>Saito, Tomoo and Beck, James L. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110124-151535035">Bayesian model selection for ARX models and its application to structural health monitoring</a>; Earthquake Engineering and Structural Dynamics; Vol. 39; No. 15; 1737-1759; <a href="https://doi.org/10.1002/eqe.1006">10.1002/eqe.1006</a></li>
<li>Taflanidis, Alexandros A. and Beck, James L. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20101213-121011348">Reliability-Based Design Using Two-Stage Stochastic Optimization with a Treatment of Model Prediction Errors</a>; Journal of Engineering Mechanics; Vol. 136; No. 12; 1460-1473; <a href="https://doi.org/10.1061/(ASCE)EM.1943-7889.0000189">10.1061/(ASCE)EM.1943-7889.0000189</a></li>
<li>Beck, James L. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20101207-111319772">Bayesian system identification based on probability logic</a>; Structural Control and Health Monitoring; Vol. 17; No. 7; 825-847; <a href="https://doi.org/10.1002/stc.424">10.1002/stc.424</a></li>
<li>Taflanidis, Alexandros A. and Scruggs, Jeffrey T., el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100914-113201336">Robust Stochastic Design of Linear Controlled Systems for Performance Optimization</a>; Journal of Dynamic Systems, Measurement, and Control; Vol. 132; No. 5; 051008; <a href="https://doi.org/10.1115/1.4001849">10.1115/1.4001849</a></li>
<li>Beck, James L. and Graf, Wolfgang, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20101209-153729277">Introduction [to special issue (v.25:5, July 2010)of the CACAIE journal, devoted to some recent research applying CI in structural engineering and mechanics]</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 25; No. 5; 303-303; <a href="https://doi.org/10.1111/j.1467-8667.2010.00662.x">10.1111/j.1467-8667.2010.00662.x</a></li>
<li>Cheung, Sai Hung and Beck, James L. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100602-100355183">Calculation of Posterior Probabilities for Bayesian Model Class Assessment and Averaging from Posterior Samples Based on Dynamic System Data</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 25; No. 5; 304-321; <a href="https://doi.org/10.1111/j.1467-8667.2009.00642.x">10.1111/j.1467-8667.2009.00642.x</a></li>
<li>Taflanidis, Alexandros A. and Beck, James L. (2009) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20091120-105913672">Life-cycle cost optimal design of passive dissipative devices</a>; Structural Safety; Vol. 31; No. 6; 508-522; <a href="https://doi.org/10.1016/j.strusafe.2009.06.010">10.1016/j.strusafe.2009.06.010</a></li>
<li>Ching, Jianye and Porter, Keith A., el al. (2009) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20090521-120726536">Propagating uncertainties for loss estimation in performance-based earthquake engineering using moment matching</a>; Structure and Infrastructure Engineering; Vol. 5; No. 3; 245-262; <a href="https://doi.org/10.1080/15732470701298323">10.1080/15732470701298323</a></li>
<li>Cheung, Sai Hung and Beck, James L. (2009) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20090420-110040001">Bayesian Model Updating Using Hybrid Monte Carlo Simulation with Application to Structural Dynamic Models with Many Uncertain Parameters</a>; Journal of Engineering Mechanics; Vol. 135; No. 4; 243-255; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2009)135:4(243)">10.1061/(ASCE)0733-9399(2009)135:4(243)</a></li>
<li>Taflanidis, Alexandros A. and Beck, James L. (2009) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20090914-141053110">Stochastic Subset Optimization for reliability optimization and sensitivity analysis in system design</a>; Computers and Structures; Vol. 87; No. 5-6; 318-331; <a href="https://doi.org/10.1016/j.compstruc.2008.12.015">10.1016/j.compstruc.2008.12.015</a></li>
<li>Oh, Chang Kook and Beck, James L., el al. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:OHCjem08">Bayesian Learning Using Automatic Relevance Determination Prior with an Application to Earthquake Early Warning</a>; Journal of Engineering Mechanics; Vol. 134; No. 12; 1013-1020; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2008)134:12(1013)">10.1061/(ASCE)0733-9399(2008)134:12(1013)</a></li>
<li>Taflanidis, Alexandros A. and Beck, James L. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:TAFcmame08">An efficient framework for optimal robust stochastic system design using stochastic simulation</a>; Computer Methods in Applied Mechanics and Engineering; Vol. 198; No. 1; 88-101; <a href="https://doi.org/10.1016/j.cma.2008.03.029">10.1016/j.cma.2008.03.029</a></li>
<li>Taflanidis, Alexandros A. and Scruggs, Jeffrey T., el al. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:TAFschm08">Probabilistically robust nonlinear design of control systems for base-isolated structures</a>; Structural Control and Health Monitoring; Vol. 15; No. 5; 697-719; <a href="https://doi.org/10.1002/stc.275">10.1002/stc.275</a></li>
<li>Taflanidis, Alexandros A. and Beck, James L., el al. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100722-140702542">Robust-to-Modeling-Uncertainties Nonlinear Control Design for Offshore Structures</a>; International Journal of Offshore and Polar Engineering; Vol. 18; No. 2; 91-98</li>
<li>Taflanidis, A. A. and Beck, J. L. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100708-132708802">Stochastic Subset Optimization for optimal reliability problems</a>; Probabilistic Engineering Mechanics; Vol. 23; No. 2-3; 324-338; <a href="https://doi.org/10.1016/j.probengmech.2007.12.011">10.1016/j.probengmech.2007.12.011</a></li>
<li>Taflanidis, Alexandros A. and Scruggs, Jeffrey T., el al. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-155747138">Reliability-Based Performance Objectives and Probabilistic Robustness in Structural Control Applications</a>; Journal of Engineering Mechanics; Vol. 134; No. 4; 291-301; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2008)134:4(291)">10.1061/(ASCE)0733-9399(2008)134:4(291)</a></li>
<li>Muto, Matthew M. and Beck, James L. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-120310571">Bayesian Updating and Model Class Selection for
Hysteretic Structural Models Using Stochastic
Simulation</a>; Journal of Vibration and Control; Vol. 14; No. 1-2; 7-34; <a href="https://doi.org/10.1177/1077546307079400">10.1177/1077546307079400</a></li>
<li>Jalayer, F. and Beck, J. L. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-160737360">Effects of Two Alternative Representations of Ground Motion Uncertainty on Probabilistic Seismic Demand Assessment of Structures</a>; Earthquake Engineering and Structural Dynamics; Vol. 37; No. 1; 61-79; <a href="https://doi.org/10.1002/eqe.745">10.1002/eqe.745</a></li>
<li>Grasso, V. F. and Beck, J. L., el al. (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-155044884">Automated Decision Procedure for Earthquake Early Warning</a>; Engineering Structures; Vol. 29; No. 12; 3455-3463; <a href="https://doi.org/10.1016/j.engstruct.2007.08.020">10.1016/j.engstruct.2007.08.020</a></li>
<li>Taflanidis, A. A. and Beck, James L., el al. (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-152236677">Robust Reliability-based Design of Liquid Column Mass Dampers under Earthquake Excitation using an Analytical Reliability Approximation</a>; Engineering Structures; Vol. 29; No. 12; 3525-3537; <a href="https://doi.org/10.1016/j.engstruct.2007.08.004">10.1016/j.engstruct.2007.08.004</a></li>
<li>Yamada, Masumi and Heaton, Thomas, el al. (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:YAMbssa07">Real-time estimation of fault rupture extent using near-source versus far-source classification</a>; Bulletin of the Seismological Society of America; Vol. 97; No. 6; 1890-1910; <a href="https://doi.org/10.1785/0120060243">10.1785/0120060243</a></li>
<li>Goulet, Christine A. and Haselton, Curt B., el al. (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-120608781">Evaluation of the seismic performance of a code-conforming
reinforced-concrete frame building—from seismic hazard to
collapse safety and economic losses</a>; Earthquake Engineering and Structural Dynamics; Vol. 36; No. 13; 1973-1997; <a href="https://doi.org/10.1002/eqe.694">10.1002/eqe.694</a></li>
<li>Au, S. K. and Ching, J., el al. (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-115858828">Application of subset simulation methods to reliability benchmark problems</a>; Structural Safety; Vol. 29; No. 3; 183-193; <a href="https://doi.org/10.1016/j.strusafe.2006.07.008">10.1016/j.strusafe.2006.07.008</a></li>
<li>Ching, J. and Beck, J. L. (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-161817647">Real-time Reliability Estimation for Serviceability Limit States in Structures with Uncertain Dynamic Excitation and Incomplete Output Data</a>; Probabilistic Engineering Mechanics; Vol. 22; No. 1; 50-62; <a href="https://doi.org/10.1016/j.probengmech.2006.05.006">10.1016/j.probengmech.2006.05.006</a></li>
<li>Yuen, Ka-Veng and Shi, Yuanfeng, el al. (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-160245965">Structural Protection using MR Dampers with Clipped Robust Reliability-based Control</a>; Structural and Multidisciplinary Optimization; Vol. 34; No. 5; 431-443; <a href="https://doi.org/10.1007/s00158-007-0097-3">10.1007/s00158-007-0097-3</a></li>
<li>Taflanidis, A. A. and Beck, J. L. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-162204202">Analytical Approximation for Stationary Reliability of Certain and Uncertain Linear Dynamic Systems with Higher Dimensional Output</a>; Earthquake Engineering and Structural Dynamics; Vol. 35; No. 10; 1247-1267; <a href="https://doi.org/10.1002/eqe.581">10.1002/eqe.581</a></li>
<li>Yuen, Ka-Veng and Beck, James L., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20090419-182834212">Unified probabilistic approach for model updating and damage detection</a>; Journal of Applied Mechanics; Vol. 73; No. 4; 555-564; <a href="https://doi.org/10.1115/1.2150235">10.1115/1.2150235</a></li>
<li>Lam, Heung-Fai and Yuen, Ka-Veng, el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-163823907">Structural Health Monitoring via Measured Ritz Vectors utilizing Artificial Neural Networks</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 21; No. 4; 232-241; <a href="https://doi.org/10.1111/j.1467-8667.2006.00431.x">10.1111/j.1467-8667.2006.00431.x</a></li>
<li>Ching, Jianye and Muto, Matthew M., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-114058846">Structural Model Updating and Health Monitoring
with Incomplete Modal Data Using Gibbs Sampler</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 21; No. 4; 242-257; <a href="https://doi.org/10.1111/j.1467-8667.2006.00432.x">10.1111/j.1467-8667.2006.00432.x</a></li>
<li>Ching, Jianye and Beck, James L., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-114542996">Bayesian State Estimation Method for Nonlinear Systems  and Its Application to Recorded Seismic Response</a>; Journal of Engineering Mechanics; Vol. 132; No. 4; 396-410; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2006)132:4(396)">10.1061/(ASCE)0733-9399(2006)132:4(396)</a></li>
<li>Porter, Keith and Mitrani-Reiser, Judith, el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-162546027">Near-real-time Loss Estimation for Instrumented Buildings</a>; The Structural Design of Tall and Special Buildings; Vol. 15; No. 1; 3-20; <a href="https://doi.org/10.1002/tal.340">10.1002/tal.340</a></li>
<li>Porter, Keith A. and Scawthorn, Charles R., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:PORes06a">Cost-Effectiveness of Stronger Woodframe Buildings</a>; Earthquake Spectra; Vol. 22; No. 1; 239-266; <a href="https://doi.org/10.1193/1.2162567">10.1193/1.2162567</a></li>
<li>Ching, Jianye and Beck, James L., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-163453700">Bayesian State and Parameter Estimation of Uncertain Dynamical Systems</a>; Probabilistic Engineering Mechanics; Vol. 21; No. 1; 81-96; <a href="https://doi.org/10.1016/j.probengmech.2005.08.003">10.1016/j.probengmech.2005.08.003</a></li>
<li>Yuen, Ka-Veng and Beck, James L., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-163006309">Efficient Model Updating and Health Monitoring Methodology Using Incomplete Modal Data without Mode Matching</a>; Structural Control and Health Monitoring; Vol. 13; No. 1; 91-107; <a href="https://doi.org/10.1002/stc.144">10.1002/stc.144</a></li>
<li>Scruggs, J.T. and Taflanidis, A. A., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-114328397">Reliability-based control optimization for active
base isolation systems</a>; Structural Control and Health Monitoring; Vol. 13; No. 2-3; 705-723; <a href="https://doi.org/10.1002/stc.107">10.1002/stc.107</a></li>
<li>Ching, J. and Beck, J. L., el al. (2005) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-164316371">Hybrid Subset Simulation Method for Reliability Estimation of Dynamical Systems Subject to Stochastic Excitation</a>; Probabilistic Engineering Mechanics; Vol. 20; No. 3; 199-214; <a href="https://doi.org/10.1016/j.probengmech.2004.09.001">10.1016/j.probengmech.2004.09.001</a></li>
<li>Ching, J. and Au, S. K., el al. (2005) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-165053206">Reliability Estimation for Dynamical Systems Subject to Stochastic Excitation using Subset Simulation with Splitting</a>; Computer Methods in Applied Mechanics and Engineering; Vol. 194; No. 12-16; 1557-1579; <a href="https://doi.org/10.1016/j.cma.2004.05.028">10.1016/j.cma.2004.05.028</a></li>
<li>Ching, Jianye and Beck, James L. (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120828-165409978">New Bayesian Model Updating Algorithm Applied to a Structural Health Monitoring Benchmark</a>; Structural Health Monitoring; Vol. 3; No. 4; 313-332; <a href="https://doi.org/10.1177/1475921704047499">10.1177/1475921704047499</a></li>
<li>Porter, Keith A. and Beck, James L., el al. (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-113856444">Simplified Estimation of Economic Seismic Risk for Buildings</a>; Earthquake Spectra; Vol. 20; No. 4; 1239-1263; <a href="https://doi.org/10.1193/1.1809129">10.1193/1.1809129</a></li>
<li>Porter, Keith A. and Beck, James L., el al. (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:PORes04b">Effect of Seismic Risk on Lifetime Property Value</a>; Earthquake Spectra; Vol. 20; No. 4; 1211-1237; <a href="https://doi.org/10.1193/1.1810536">10.1193/1.1810536</a></li>
<li>Ching, J. and Beck, J. L. (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-112646766">Bayesian Analysis of the Phase II IASC–ASCE Structural
Health Monitoring Experimental Benchmark Data</a>; Journal of Engineering Mechanics; Vol. 130; No. 10; 1233-1244; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2004)130:10(1233)">10.1061/(ASCE)0733-9399(2004)130:10(1233)</a></li>
<li>Yuen, Ka-Veng and Beck, James L., el al. (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120817-165443909">Structural Damage Detection and Assessment using Adaptive Markov Chain Monte Carlo Simulation</a>; Structural Control and Health Monitoring; Vol. 11; No. 4; 327-347; <a href="https://doi.org/10.1002/stc.47">10.1002/stc.47</a></li>
<li>Beck, James L. and Yuen, Ka-Veng (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-112314239">Model Selection Using Response Measurements:
Bayesian Probabilistic Approach</a>; Journal of Engineering Mechanics; Vol. 130; No. 2; 192-203; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2004)130:2(192)">10.1061/(ASCE)0733-9399(2004)130:2(192)</a></li>
<li>Yuen, Ka-Veng and Au, Siu Kui, el al. (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-115334989">Two-Stage Structural Health Monitoring Approach for Phase I Benchmark Studies</a>; Journal of Engineering Mechanics; Vol. 130; No. 1; 16-33; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2004)130:1(16)">10.1061/(ASCE)0733-9399(2004)130:1(16)</a></li>
<li>Johnson, E. A. and Lam, H. F., el al. (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-114924697">Phase I IASC-ASCE Structural Health Monitoring Benchmark Problem using Simulated Data</a>; Journal of Engineering Mechanics; Vol. 130; No. 1; 3-15; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2004)130:1(3)">10.1061/(ASCE)0733-9399(2004)130:1(3)</a></li>
<li>Au, S. K. and Beck, J. L. (2003) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-115643890">Subset Simulation and its Application to Seismic Risk Based on Dynamic Analysis</a>; Journal of Engineering Mechanics; Vol. 129; No. 8; 901-917; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2003)129:8(901)">10.1061/(ASCE)0733-9399(2003)129:8(901)</a></li>
<li>Yuen, Ka-Veng and Beck, James L. (2003) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-112104347">Reliability-based robust control for uncertain dynamical
systems using feedback of incomplete noisy
response measurements</a>; Earthquake Engineering and Structural Dynamics; Vol. 32; No. 5; 751-770; <a href="https://doi.org/10.1002/eqe.247">10.1002/eqe.247</a></li>
<li>Au, S. K. and Beck, J. L. (2003) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-120814856">Importance Sampling in High Dimensions</a>; Structural Safety; Vol. 25; No. 2; 139-163; <a href="https://doi.org/10.1016/S0167-4730(02)00047-4">10.1016/S0167-4730(02)00047-4</a></li>
<li>Zerva, A. and Beck, J. L. (2003) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-120246789">Identification of Parametric Ground Motion Random Fields from Spatially Recorded Seismic Data</a>; Earthquake Engineering and Structural Dynamics; Vol. 32; No. 5; 771-791; <a href="https://doi.org/10.1002/eqe.248">10.1002/eqe.248</a></li>
<li>Yuen, Ka-Veng and Beck, James L. (2003) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-111806039">Updating Properties of Nonlinear Dynamical Systems  with Uncertain Input</a>; Journal of Engineering Mechanics; Vol. 129; No. 1; 9-20; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2003)129:1(9)">10.1061/(ASCE)0733-9399(2003)129:1(9)</a></li>
<li>Porter, Keith A. and Beck, James L., el al. (2002) <a href="https://resolver.caltech.edu/CaltechAUTHORS:PORes02">Sensitivity of Building Loss Estimates to Major Uncertain Variables</a>; Earthquake Spectra; Vol. 18; No. 4; 719-743; <a href="https://doi.org/10.1193/1.1516201">10.1193/1.1516201</a></li>
<li>Yuen, Ka-Veng and Katafygiotis, Lambros S., el al. (2002) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-121122568">Spectral Density Estimation of Stochastic Vector Processes</a>; Probabilistic Engineering Mechanics; Vol. 17; No. 3; 265-272; <a href="https://doi.org/10.1016/S0266-8920(02)00011-5">10.1016/S0266-8920(02)00011-5</a></li>
<li>Yuen, Ka-Veng and Beck, James L., el al. (2002) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-133507581">Probabilistic Approach for Modal Identification Using Nonstationary Noisy Response Measurements Only</a>; Earthquake Engineering and Structural Dynamics; Vol. 31; No. 4; 1007-1023; <a href="https://doi.org/10.1002/eqe.135">10.1002/eqe.135</a></li>
<li>Beck, James L. and Au, Siu-Kui (2002) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-105626108">Bayesian Updating of Structural Models and Reliability using
Markov Chain Monte Carlo Simulation</a>; Journal of Engineering Mechanics; Vol. 128; No. 4; 380-391; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2002)128:4(380)">10.1061/(ASCE)0733-9399(2002)128:4(380)</a></li>
<li>Au, Siu-Kui and Beck, James L. (2001) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120809-162908584">Estimation of Small Failure Probabilities in High Dimensions by Subset Simulation</a>; Probabilistic Engineering Mechanics; Vol. 16; No. 4; 263-277; <a href="https://doi.org/10.1016/S0266-8920(01)00019-4">10.1016/S0266-8920(01)00019-4</a></li>
<li>Au, S. K. and Beck, J. L. (2001) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120809-162001049">First Excursion Probabilities for Linear Systems by Very Efficient Importance Sampling</a>; Probabilistic Engineering Mechanics; Vol. 16; No. 3; 193-207; <a href="https://doi.org/10.1016/S0266-8920(01)00002-9">10.1016/S0266-8920(01)00002-9</a></li>
<li>Beck, J. and Bernal, D. (2001) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120925-123510400">Structural testing series: Part 12 - A benchmark problem for structural health monitoring</a>; Experimental Techniques; Vol. 25; No. 3; 49-52; <a href="https://doi.org/10.1111/j.1747-1567.2001.tb00026.x">10.1111/j.1747-1567.2001.tb00026.x</a></li>
<li>Papadimitriou, C. and Beck, J. L., el al. (2001) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120810-105157315">Updating robust reliability using structural test data</a>; Probabilistic Engineering Mechanics; Vol. 16; No. 2; 103-113; <a href="https://doi.org/10.1016/S0266-8920(00)00012-6">10.1016/S0266-8920(00)00012-6</a></li>
<li>Beck, James L. and Au, Siu-Kui, el al. (2001) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-133858966">Monitoring Structural Health Using a Probabilistic Measure</a>; Computer-Aided Civil and Infrastructure Engineering; Vol. 16; No. 1; 1-11; <a href="https://doi.org/10.1111/0885-9507.00209">10.1111/0885-9507.00209</a></li>
<li>Polidori, David C. and Beck, James L., el al. (2000) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-140157241">A New Stationary PDF Approximation for Non-linear Oscillators</a>; International Journal of Non-Linear Mechanics; Vol. 35; No. 4; 657-673; <a href="https://doi.org/10.1016/S0020-7462(99)00048-7">10.1016/S0020-7462(99)00048-7</a></li>
<li>Vanik, M. W. and Beck, J. L., el al. (2000) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120809-154136247">Bayesian Probabilistic Approach to Structural Health Monitoring</a>; Journal of Engineering Mechanics; Vol. 126; No. 7; 738-745; <a href="https://doi.org/10.1061/(ASCE)0733-9399(2000)126:7(738)">10.1061/(ASCE)0733-9399(2000)126:7(738)</a></li>
<li>Papadimitriou, Costas and Beck, James L., el al. (2000) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120809-153753425">Entropy-Based Optimal Sensor Location for Structural Model Updating</a>; Journal of Vibration and Control; Vol. 6; No. 5; 781-800; <a href="https://doi.org/10.1177/107754630000600508">10.1177/107754630000600508</a></li>
<li>Au, S. K. and Beck, J. L. (1999) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-134911107">A New Adaptive Importance Sampling Scheme for Reliability Calculations</a>; Structural Safety; Vol. 21; No. 2; 135-158; <a href="https://doi.org/10.1016/S0167-4730(99)00014-4">10.1016/S0167-4730(99)00014-4</a></li>
<li>Au, S. K. and Papadimitriou, C., el al. (1999) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-135654997">Reliability of Uncertain Dynamical Systems with Multiple Design Points</a>; Structural Safety; Vol. 21; 113-133; <a href="https://doi.org/10.1016/S0167-4730(99)00009-0">10.1016/S0167-4730(99)00009-0</a></li>
<li>Polidori, David C. and Beck, James L., el al. (1999) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-144237178">New Approximations for Reliability Integrals</a>; Journal of Engineering Mechanics; Vol. 125; No. 4; 466-475; <a href="https://doi.org/10.1061/(ASCE)0733-9399(1999)125:4(466)">10.1061/(ASCE)0733-9399(1999)125:4(466)</a></li>
<li>Beck, James L. and Chan, Eduardo, el al. (1999) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120809-152942898">Multi-Criteria Optimal Structural Design Under Uncertainty</a>; Earthquake Engineering and Structural Dynamics; Vol. 28; 741-761</li>
<li>Papadimitriou, Costas and Katafygiotis, Lambros S., el al. (1999) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-142838353">Asymptotic 2p-Moment Stability of Stochastic Linear Systems</a>; Mechanics Research Communications; Vol. 26; No. 1; 21-29; <a href="https://doi.org/10.1016/S0093-6413(98)00095-0">10.1016/S0093-6413(98)00095-0</a></li>
<li>Natsiavas, S. and Beck, J. L. (1998) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-144806892">Almost Classically Damped Continuous Linear Systems</a>; Journal of Applied Mechanics; Vol. 65; No. 4; 1022-1031; <a href="https://doi.org/10.1115/1.2791896">10.1115/1.2791896</a></li>
<li>May, B. Scott and Beck, James L. (1998) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-152231488">Probabilistic Control for the Active-Mass-Driver Benchmark Model</a>; Earthquake Engineering and Structural Dynamics; Vol. 27; No. 11; 1331-1346; <a href="https://doi.org/10.1002/(SICI)1096-9845(1998110)27:11%3C1331::AID-EQE787%3E3.0.CO;2-G">10.1002/(SICI)1096-9845(1998110)27:11&lt;1331::AID-EQE787&gt;3.0.CO;2-G</a></li>
<li>Yang, C. M. and Beck, J. L. (1998) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120808-152034153">Generalized Trajectory Methods for Finding Multiple Extrema and Roots of Functions</a>; Journal of Optimization Theory and Applications; Vol. 97; No. 1; 211-227; <a href="https://doi.org/10.1023/A:1022635419332">10.1023/A:1022635419332</a></li>
<li>Katafygiotis, L. S. and Beck, J. L. (1998) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-152559987">Updating Models and Their Uncertainties. II: Model Identifiability</a>; Journal of Engineering Mechanics; Vol. 124; No. 4; 463-467; <a href="https://doi.org/10.1061/(ASCE)0733-9399(1998)124:4(463)">10.1061/(ASCE)0733-9399(1998)124:4(463)</a></li>
<li>Beck, J. L. and Katafygiotis, L. S. (1998) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120808-150717655">Updating Models and Their Uncertainties. I: Bayesian Statistical Framework</a>; Journal of Engineering Mechanics; Vol. 124; No. 4; 455-461; <a href="https://doi.org/10.1061/(ASCE)0733-9399(1998)124:4(455)">10.1061/(ASCE)0733-9399(1998)124:4(455)</a></li>
<li>Papadimitriou, C. and Beck, J. L., el al. (1997) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120808-135648071">Asymptotic Expansions for Reliabilities and Moments of Uncertain Dynamic Systems</a>; Journal of Engineering Mechanics; Vol. 123; No. 12; 1219-1229; <a href="https://doi.org/10.1061/(ASCE)0733-9399(1997)123:12(1219)">10.1061/(ASCE)0733-9399(1997)123:12(1219)</a></li>
<li>Chiang, Dar-Yun and Beck, James L. (1996) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-153643010">A Transformation Method for Implementing Classical Multi-Yield-Surface Theory Using the Hardening Rule of Mroz</a>; International Journal of Solids and Structures; Vol. 33; No. 28; 4239-4261; <a href="https://doi.org/10.1016/0020-7683(95)00241-3">10.1016/0020-7683(95)00241-3</a></li>
<li>Polidori, David C. and Beck, James L. (1996) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-153106686">Approximate Solutions for Nonlinear Random Vibration Problems</a>; Probabilistic Engineering Mechanics; Vol. 11; No. 3; 179-185; <a href="https://doi.org/10.1016/0266-8920(96)00011-2">10.1016/0266-8920(96)00011-2</a></li>
<li>Chen, Jay-Chung and Beck, James L., el al. (1995) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-154317005">Ocean Cities Structural Integrity and Health Monitoring System</a>; La Houille Blanche; Vol. 8; 53-59; <a href="https://doi.org/10.1051/lhb/1995080">10.1051/lhb/1995080</a></li>
<li>Katafygiotis, L. S. and Beck, J. L. (1995) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-144912953">A Very Efficient Moment Calculation Method for Uncertain Linear Dynamic Systems</a>; Probabilistic Engineering Mechanics; Vol. 10; No. 2; 117-128; <a href="https://doi.org/10.1016/0266-8920(95)00005-J">10.1016/0266-8920(95)00005-J</a></li>
<li>Papadimitriou, C. and Katafygiotis, L. S., el al. (1995) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120829-153939460">Approximate Analysis of Response Variability of Uncertain Linear Systems</a>; Probabilistic Engineering Mechanics; Vol. 10; No. 4; 251-264; <a href="https://doi.org/10.1016/0266-8920(95)00020-8">10.1016/0266-8920(95)00020-8</a></li>
<li>Chiang, D. Y. and Beck, J. L. (1994) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-151031894">A New Class of Distributed-Element Models for Cyclic Plasticity - Part 2: On Important Properties of Material Behavior</a>; International Journal of Solids and Structures; Vol. 31; No. 4; 485-496; <a href="https://doi.org/10.1016/0020-7683(94)90088-4">10.1016/0020-7683(94)90088-4</a></li>
<li>Chiang, D. Y. and Beck, J. L. (1994) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-151558645">A New Class of Distributed-Element Models for Cyclic Plasticity - Part 1: Theory and Application</a>; International Journal of Solids and Structures; Vol. 31; No. 4; 469-484; <a href="https://doi.org/10.1016/0020-7683(94)90087-6">10.1016/0020-7683(94)90087-6</a></li>
<li>Papadimitriou, C. and Beck, J. L. (1994) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-152337319">Approximate Random Vibration Analysis of Classically-Damped MDOF Systems</a>; Journal of Engineering Mechanics; Vol. 120; No. 1; 75-96; <a href="https://doi.org/10.1061/(ASCE)0733-9399(1994)120:1(75)">10.1061/(ASCE)0733-9399(1994)120:1(75)</a></li>
<li>Hall, John F. and Beck, James L. (1993) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-153213661">Linear System Response by DFT: Analysis of a Recent Modified Method</a>; Earthquake Engineering and Structural Dynamics; Vol. 22; No. 7; 599-615; <a href="https://doi.org/10.1002/eqe.4290220705">10.1002/eqe.4290220705</a></li>
<li>Beck, J. L. and Papadimitriou, C. (1993) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-152839885">Moving Resonance in Nonlinear Response to Fully Nonstationary Stochastic Ground Motion</a>; Probabilistic Engineering Mechanics; Vol. 8; No. 3-4; 157-167; <a href="https://doi.org/10.1016/0266-8920(93)90011-J">10.1016/0266-8920(93)90011-J</a></li>
<li>Nishimura, Isao and Abdel-Ghaffar, A. M., el al. (1992) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-153547717">An Experimental Study of the Active Control of a Building Model</a>; Journal of Intelligent Material Systems and Structures; Vol. 3; No. 1; 134-165; <a href="https://doi.org/10.1177/1045389X9200300108">10.1177/1045389X9200300108</a></li>
<li>Wood, Kristin L. and Antonsson, Erik K., el al. (1990) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-154129133">Representing Imprecision in Engineering Design - Comparing Fuzzy and Probability Calculus</a>; Research in Engineering Design; Vol. 1; No. 3-4; 187-203; <a href="https://doi.org/10.1007/BF01581211">10.1007/BF01581211</a></li>
<li>Beck, J. L. and Dowling, M. J. (1988) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-154655422">Quick Algorithms for Computing Either Displacement, Velocity or Acceleration of an Oscillator</a>; Earthquake Engineering and Structural Dynamics; Vol. 16; No. 2; 245-253; <a href="https://doi.org/10.1002/eqe.4290160207">10.1002/eqe.4290160207</a></li>
<li>Werner, S. D. and Beck, J. L., el al. (1987) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-155052417">Seismic Response Evaluation of Meloland Road Overpass Using 1979 Imperial Valley Earthquake Records</a>; Earthquake Engineering and Structural Dynamics; Vol. 15; No. 2; 249-274; <a href="https://doi.org/10.1002/eqe.4290150207">10.1002/eqe.4290150207</a></li>
<li>Beck, James L. and Hall, John F. (1986) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-155433286">Factors Contributing to the Catastrophe in Mexico City During the Earthquake of September 19, 1985</a>; Geophysical Research Letters; Vol. 13; No. 6; 593-596; <a href="https://doi.org/10.1029/GL013i006p00593">10.1029/GL013i006p00593</a></li>
<li>Hall, John F. and Beck, James L. (1986) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-155816195">Structural Damage in Mexico City</a>; Geophysical Research Letters; Vol. 13; No. 6; 589-592; <a href="https://doi.org/10.1029/GL013i006p00589.">10.1029/GL013i006p00589.</a></li>
<li>Tyler, R. G. and Beck, J. L. (1983) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-160232293">An Earthquake Alarm System for the Maui A Offshore Platform, New Zealand</a>; Bulletin of the Seismological Society of America; Vol. 73; No. 1; 297-305</li>
<li>Beck, James L. (1982) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20121029-101759863">Comments on: Covariance–Invariant Digital Filtering–A Better Digital Processing Technique for Ground Motion Studies; by J. E. Ehrenberg and E. N. Hernandez</a>; Bulletin of the Seismological Society of America; Vol. 72; No. 4; 1445-1446</li>
<li>Beck, James L. and Jennings, Paul C. (1980) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-160720494">Structural Identification Using Linear Models and Earthquake Records</a>; Earthquake Engineering and Structural Dynamics; Vol. 8; No. 2; 145-160; <a href="https://doi.org/10.1002/eqe.4290080205">10.1002/eqe.4290080205</a></li>
<li>Hefford, R. T. and Randal, P. M., el al. (1979) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-161115023">The New Zealand Strong Motion Earthquake Recorder Network</a>; Bulletin of the New Zealand National Society of Earthquake Engineering; Vol. 12; No. 3; 256-263</li>
<li>Beck, J. L. (1976) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-161527248">Weight-Induced Stresses and the Recent Seismicity at Lake Oroville, California</a>; Bulletin of the Seismological Society of America; Vol. 66; No. 4; 1121-1131</li>
<li>Skinner, R. I. and Beck, J. L., el al. (1975) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-161856057">A Practical System for Isolating Structures from Earthquake Attack</a>; Earthquake Engineering and Structural Dynamics; Vol. 13; No. 3; 297-309; <a href="https://doi.org/10.1002/eqe.4290030308">10.1002/eqe.4290030308</a></li>
<li>Beck, J. L. and Skinner, R. I. (1974) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-162437369">The Seismic Response of a Reinforced Concrete Bridge Pier Designed to Step</a>; Earthquake Engineering and Structural Dynamics; Vol. 2; No. 6; 343-358; <a href="https://doi.org/10.1002/eqe.4290020405">10.1002/eqe.4290020405</a></li>
<li>Beck, James L. (1972) <a href="https://resolver.caltech.edu/CaltechAUTHORS:BECpof72">Convection in a box of porous material saturated with fluid</a>; Physics of Fluids; Vol. 15; No. 8; 1377-1383; <a href="https://doi.org/10.1063/1.1694096">10.1063/1.1694096</a></li>
<li>Beck, J. L. (1969) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120830-163015406">A New Reflecting Microscope Objective with Two Concentric Spherical Mirrors</a>; Applied Optics; Vol. 8; No. 7; 1503-1504; <a href="https://doi.org/10.1364/AO.8.001503">10.1364/AO.8.001503</a></li>
</ul>