most citedFinite Element Neural Network Interpolation. Part I: Interpretable and Adaptive Discretization for Solving PDEs

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math.NA2024★ 5 cited

Finite Element Neural Network Interpolation. Part I: Interpretable and Adaptive Discretization for Solving PDEs

Kateřina Škardová, Alexandre Daby-Seesaram, Martin Genet

We present the Finite Element Neural Network Interpolation (FENNI) framework, a sparse neural network architecture extending previous work on Embedded Finite Element Neural Network…