Subspace method based on neural networks for eigenvalue problems

Xiaoying Dai, Yunying Fan, Zhiqiang Sheng

In this paper, we propose a subspace method based on neural networks for eigenvalue problems with high accuracy and low cost. We first construct a neural network-based orthogonal b…