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20122025
most citedScientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next

83 citations · 256 across the 14 of their papers we have counts for

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Showing 2022 · math.NAShow all

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math.NA2022★ 1 cited

The effect of time discretization on the solution of parabolic PDEs with ANNs

Francesco Calabrò, Salvatore Cuomo, Daniela di Serafino +2

We investigate the resolution of parabolic PDEs via Extreme Learning Machine (ELMs) Neural Networks, which have a single hidden layer and can be trained at a modest computational c…