Binary structured physics-informed neural networks for solving equations with rapidly changing solutions

Yanzhi Liu, Ruifan Wu, Ying Jiang

Physics-informed neural networks (PINNs), rooted in deep learning, have emerged as a promising approach for solving partial differential equations (PDEs). By embedding the physical…