Jinchao Xu and Xiaofeng Xu

A Neuron-Wise Subspace Correction Method for the Finite Neuron Method

2024 · Journal of Computational Mathematics

In this paper, we propose a novel algorithm called neuron-wise parallel subspace correction method for the finite neuron method that approximates numerical solutions of partial differential equations (PDEs) using neural network functions. Despite extremely extensive …