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04/08/2020
nPINNs: nonlocal Physics-Informed Neural Networks for a parametrized nonlocal universal Laplacian operator. Algorithms and Applications
Physics-informed neural networks (PINNs) are effective in solving invers...
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06/22/2018
Neural-net-induced Gaussian process regression for function approximation and PDE solution
Neural-net-induced Gaussian process (NNGP) regression inherits both the ...
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01/03/2018
