Neural Networks as Surrogate Solvers for Time-Dependent Accretion Disk Dynamics

Shunyuan Mao, Weiqi Wang, Sifan Wang +7

Accretion disks are ubiquitous in astrophysics, appearing in diverse environments from planet-forming systems to X-ray binaries and active galactic nuclei. Traditionally, modeling…