2023
PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers
AAAI 2023technical
With the increases in computational power and advances in machine learning, data-driven learning-based methods have gained significant attention in solving PDEs. Physics-informed neural networks (PINNs) have recently emerged and succeeded in various forward and inverse PDE problems thanks to their e…