Learnable Viscosity Modulation in Physics-Informed Neural Networks for Incompressible Flow Reconstruction

Ke Xu, Ze Tao, Fujun Liu

Accurately and stably solving the incompressible Navier--Stokes equations with physics-informed neural networks (PINNs) remains challenging, particularly for sparse or noisy observ…