A Locally Conservative Enriched Linearized Neural Network Approximation to Elliptic PDEs

Seungil Kim, Gwanghyun Jo, Young Ju Lee

This paper presents a locally conservative Enriched Linearized Neural Network (ENN) method for the Darcy flow model. A linearized shallow ReLU${}^k$ network, whose hidden-layer param…