Neural Networks as Surrogate Solvers for Time-Dependent Accretion Disk Dynamics
机构 * Department of Physics ； Astronomy, Rice University 6100 Main St, Houston, TX 77005, USA ； Department of Physics \& Astronomy, University of Victoria 3800 Finnerty Rd, Victoria, BC V8P 5C2, Canada ； Institute for Foundations of Data Science, Yale University Kline Tower, 219 Prospect Street, New Haven, CT 06511, USA ； Kavli Institute for Astronomy ； Astrophysics, Peking University 5 Yiheyuan Road, Haidian District, Beijing 100871, China ； Department of Statistics ； Data Science, Yale University 219 Prospect Street, New Haven, CT 06511, USA ； Department of Computer Science, University of British Columbia 2366 Main Mall, Vancouver, BC V6T 1Z4, Canada ； Department of Mechanical Engineering ； Applied Mechanics, University of Pennsylvania 220 S 33rd St, Philadelphia, PA 19104, USA ； Rice Space Institute, Rice University 6100 Main St, Houston, TX 77005, USA ； National Research Council Canada Herzberg Astronomy ； Astrophysics Research Centre 5071 West Saanich Rd, Victoria, BC V9E 2E7, Canada
Comments Astrophysical Journal Letters accepted; associate animations are available at https://doi.org/10.6084/m9.figshare.30192904
