A Novel Fourier Feature Network for Solving Partial Differential Equations

Qihong Yang, Zhijie Su, Yangtao Deng +1

Building on the foundation of single-hidden-layer neural networks, Fourier Feature Networks (FENs) are proposed, which incorporate Fourier features using $\cos$, $\sin$, or a combi…