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20192023
most citedDeep least-squares methods: an unsupervised learning-based numerical method for solving elliptic PDEs

115 citations · 194 across the 4 of their papers we have counts for

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Showing 2021Show all

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math.NA2021★ 45 cited

Least-Squares ReLU Neural Network (LSNN) Method For Linear Advection-Reaction Equation

Zhiqiang Cai, Jingshuang Chen, Min Liu

This paper studies least-squares ReLU neural network method for solving the linear advection-reaction problem with discontinuous solution. The method is a discretization of an equi…