Physics-Informed Neural Networks with Fourier Features and Attention-Driven Decoding

Rohan Arni, Carlos Blanco

Physics-Informed Neural Networks (PINNs) are a useful framework for approximating partial differential equation solutions using deep learning methods. In this paper, we propose a p…