PINNsformer

Papers using or citing this model 1

• PINNsFormer: A Transformer-Based Framework For Physics-Informed Neural Networks 110 citations · 2023 · International Conference on Learning Representations · arXiv

  Physics-Informed Neural Networks (PINNs) have emerged as a promising deep learning framework for approximating numerical solutions to partial differential equations (PDEs). However, conventional PINNs, relying on multilayer perceptrons...