Search Results for author: Michael Parks

Found 1 papers, 0 papers with code

nPINNs: nonlocal Physics-Informed Neural Networks for a parametrized nonlocal universal Laplacian operator. Algorithms and Applications

no code implementations8 Apr 2020 Guofei Pang, Marta D'Elia, Michael Parks, George E. Karniadakis

In this paper, we extend PINNs to parameter and function inference for integral equations such as nonlocal Poisson and nonlocal turbulence models, and we refer to them as nonlocal PINNs (nPINNs).

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