Liangkai Hang

Input gradient annealing neural network for solving low-temperature Fokker-Planck equations

2024 · arXiv (Cornell University)

We present a novel yet simple deep learning approach, called input gradient annealing neural network (IGANN), for solving stationary Fokker-Planck equations. Traditional methods, such as finite difference and finite elements, suffer from the curse of …