Mao, Shunyuan https://orcid.org/0009-0006-0889-3132
Wang, Weiqi https://orcid.org/0000-0002-2798-8181
Wang, Sifan https://orcid.org/0000-0002-7721-6884
Dong, Ruobing https://orcid.org/0000-0001-9290-7846
Lu, Lu https://orcid.org/0000-0002-5476-5768
Yi, Kwang Moo https://orcid.org/0000-0001-9036-3822
Perdikaris, Paris https://orcid.org/0000-0002-2816-3229
Isella, Andrea https://orcid.org/0000-0001-8061-2207
Fabbro, Sébastien https://orcid.org/0000-0003-2239-7988
Wang, Lile https://orcid.org/0000-0002-6540-7042
Funding for this research was provided by:
National Aeronautics and Space Administration (80NSSC18K0828)
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Article Title: Neural Networks as Surrogate Solvers for Time-dependent Accretion Disk Dynamics
Journal Title: The Astrophysical Journal Letters
Article Type: paper
Copyright Information: © 2025. The Author(s). Published by the American Astronomical Society.
Publication dates
Date Received: 2025-08-31
Date Accepted: 2025-09-20
Online publication date: 2025-10-13