opPINN: Physics-informed neural network with operator learning to approximate solutions to the Fokker-Planck-Landau equation
Jae Yong Lee, Juhi Jang, Hyung Ju Hwang
Topics & Concepts
Fokker–Planck equationOperator (biology)Artificial neural networkApplied mathematicsMathematicsMathematical analysisPartial differential equationComputer scienceArtificial intelligenceRepressorBiochemistryGeneTranscription factorChemistryModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsNuclear reactor physics and engineering