PT-PINNs: A Parametric Engineering Turbulence Solver based on Physics-Informed Neural Networks

Liang Jiang, Yuzhou Cheng, Kun Luo +1

Physics-informed neural networks (PINNs) demonstrate promising potential in parameterized engineering turbulence optimization problems but face challenges, such as high data requir…