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Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network

Huaiqian You, Yue Yu, Marta D’Elia, Tian Gao, Stewart Silling

2022Journal of Computational Physics47 citationsDOIOpen Access PDF

Topics & Concepts

Artificial neural networkInitializationPartial differential equationOperator (biology)Kernel (algebra)MathematicsMargin (machine learning)Artificial intelligenceApplied mathematicsComputer scienceGeneralizationFeature (linguistics)AlgorithmMathematical analysisMachine learningPure mathematicsGeneLinguisticsChemistryProgramming languageTranscription factorPhilosophyBiochemistryRepressorModel Reduction and Neural NetworksNanofluid Flow and Heat TransferFractional Differential Equations Solutions
Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network | Litcius