Neural Networks as Surrogate Solvers for Time-Dependent Accretion Disk Dynamics
Shunyuan Mao et al 2025 ApJL 992 L20
Researchers have applied a physics-informed neural network to the problem of accretion disks, successfully reproducing key features like spiral density waves while solving problems faced by numerical models.