2 papers
physics.flu-dyn2026
Extracting Single-Mode Rayleigh--Taylor Instability dynamics from data via SINDy
Chuanxing Wang, Hui Luo, Guohuai Zhu +3
Rayleigh-Taylor instability (RTI) is of fundamental importance in fields such as inertial confinement fusion and supernova explosions, and its evolution is commonly described by po…
physics.flu-dyn2025
Solving Euler equations with Multiple Discontinuities via Separation-Transfer Physics-Informed Neural Networks
Chuanxing Wang, Hui Luo, Kai Wang +2
Despite the remarkable progress of physics-informed neural networks (PINNs) in scientific computing, they continue to face challenges when solving hydrodynamic problems with multip…