Deep learning nonlinear multiscale dynamic problems using Koopman operator
Mengnan Li, Lijian Jiang
Topics & Concepts
Subspace topologyInvariant subspaceNonlinear systemInvariant (physics)Dynamical systems theoryOperator (biology)Artificial neural networkComputer scienceDynamical system (definition)State spaceBasis functionArtificial intelligenceLinear subspaceAlgorithmMathematicsApplied mathematicsMathematical optimizationMathematical analysisRepressorTranscription factorMathematical physicsGeometryGeneChemistryQuantum mechanicsPhysicsStatisticsBiochemistryModel Reduction and Neural NetworksAdvanced Mathematical Modeling in EngineeringAdvanced Numerical Methods in Computational Mathematics