The paper constructs NN-enriched finite element spaces, proves a partition-of-unity error bound, and shows a 2D Laplace example with much smaller errors than standard FEM.
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Neural Network Element Method for Partial Differential Equations
The paper constructs NN-enriched finite element spaces, proves a partition-of-unity error bound, and shows a 2D Laplace example with much smaller errors than standard FEM.