Litcius/Paper detail

Koopman operator learning using invertible neural networks

Yuhuang Meng, Jianguo Huang, Yue Qiu

2024Journal of Computational Physics22 citationsDOI

Topics & Concepts

Invertible matrixObservableLinear subspaceOperator (biology)Artificial neural networkNonlinear systemInvariant subspaceInvariant (physics)Computer scienceDynamic mode decompositionMathematicsSubspace topologySet (abstract data type)AlgorithmApplied mathematicsArtificial intelligencePure mathematicsMachine learningMathematical physicsBiochemistryProgramming languageTranscription factorGeneQuantum mechanicsChemistryPhysicsRepressorModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisLattice Boltzmann Simulation Studies