[
    {
        "id": "data:mx664-fpw98",
        "collection": "data",
        "collection_id": "mx664-fpw98",
        "cite_using_url": "https://data.caltech.edu/records/mx664-fpw98",
        "type": "model",
        "title": "Pretrained Model Checkpoints for \"Forward and Inverse Mantle Convection with Neural Operators\"",
        "author": [
            {
                "family_name": "Kong",
                "given_name": "Chenxi",
                "orcid": "0009-0002-6758-105X"
            },
            {
                "family_name": "Gurnis",
                "given_name": "Michael C.",
                "orcid": "0000-0003-1704-597X"
            },
            {
                "family_name": "Zachary",
                "given_name": "Ross E.",
                "orcid": "0000-0002-6343-8400"
            }
        ],
        "abstract": "<p>This record provides pretrained neural operator checkpoint files associated with the paper: Kong, C., Gurnis, M., and Ross, Z. E. (2026). Forward and Inverse Mantle Convection with Neural Operators. <em>Geophysical Journal International</em>. Accepted.</p>\n<p>The checkpoint files support the code repository accompanying the paper and are intended for model loading, reproduction of example notebooks, including forward, reverse, Stokes physics-informed, and inverse mantle-convection demonstrations. The archive includes pretrained checkpoints for the forward convection neural operator, variable Rayleigh number forward convection neural operator, reverse convection neural operator, and Stokes physics-informed neural operator.</p>",
        "doi": "10.22002/mx664-fpw98",
        "publisher": "CaltechDATA",
        "publication_date": "2026"
    }
]