Deep learning based on mixed-variable physics informed neural network for solving fluid dynamics without simulation data

Guang-Tao Zhang, Chen Cheng, Shu-dong Liu +2

Deep learning method has attracted tremendous attention to handle fluid dynamics in recent years. However, the deep learning method requires much data to guarantee the generalizati…