Gen-PINNs: Generative Adversarial Physics Informed Neural Networks for solving partial differential equations

Muhammad M. Akmal, Kamy Sepehrnoori, Michael J. Pyrcz

Physics-Informed Neural Networks (PINNs) are a widely used data-free method for solving Partial Differential Equations (PDEs) using machine learning. With recent advances in Genera…