Physics-informed neural networks for solving forward and inverse flow problems via the Boltzmann-BGK formulation

Qin Lou, Xuhui Meng, George Em Karniadakis

In this study, we employ physics-informed neural networks (PINNs) to solve forward and inverse problems via the Boltzmann-BGK formulation (PINN-BGK), enabling PINNs to model flows…