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20132025
most citedPoisson CNN: Convolutional neural networks for the solution of the Poisson equation on a Cartesian mesh

61 citations · 302 across the 13 of their papers we have counts for

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quant-ph2023

Unsupervised Random Quantum Networks for PDEs

Josh Dees, Antoine Jacquier, Sylvain Laizet

Classical Physics-informed neural networks (PINNs) approximate solutions to PDEs with the help of deep neural networks trained to satisfy the differential operator and the relevant…