Physics-Informed Deep Neural Operator Networks
Somdatta Goswami, Aniruddha Bora, Yue Yu, George Em Karniadakis
Topics & Concepts
Artificial neural networkOperator (biology)Black boxPartial differential equationOperator theoryInferenceNonlinear systemComputer scienceFourier integral operatorApplied mathematicsDifferential operatorArtificial intelligenceAlgorithmPhysicsMathematicsMathematical analysisQuantum mechanicsBiochemistryRepressorGeneTranscription factorChemistryModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsLattice Boltzmann Simulation Studies