Sparsely connected neural network representation of Lagrange finite element function

Jiaxiong Hao, Yunqing Huang, Nianyu Yi

We construct a mesh-induced sparsely connected neural network framework that exactly reproduces arbitrary-order Lagrange finite element spaces over simplicial meshes. Unlike conven…