Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator
Ming Zhong, Zhenya Yan
Topics & Concepts
Integrable systemSolitonNonlinear systemOperator (biology)Sigmoid functionMathematicsArtificial neural networkMathematical analysisFractional calculusKorteweg–de Vries equationFunction (biology)Space (punctuation)Applied mathematicsPhysicsComputer scienceQuantum mechanicsArtificial intelligenceOperating systemBiologyEvolutionary biologyChemistryBiochemistryTranscription factorGeneRepressorNonlinear Waves and SolitonsFractional Differential Equations SolutionsModel Reduction and Neural Networks