nPINNs: Nonlocal physics-informed neural networks for a parametrized nonlocal universal Laplacian operator. Algorithms and applications
Guofei Pang, Marta D’Elia, Michael L. Parks, George Em Karniadakis
Topics & Concepts
Operator (biology)Laplace operatorMathematicsDifferential operatorApplied mathematicsMathematical analysisAlgorithmTranscription factorChemistryGeneRepressorBiochemistryModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsImage and Signal Denoising Methods