Koopman dynamic-oriented deep learning for invariant subspace identification and full-state prediction of complex systems
Jiaxin Wu, Min Luo, Dunhui Xiao, Christopher C. Pain, Boo Cheong Khoo
Topics & Concepts
Subspace topologyInvariant (physics)System identificationIdentification (biology)Artificial intelligenceInvariant subspaceDeep learningComputer scienceState (computer science)Control theory (sociology)MathematicsApplied mathematicsAlgorithmLinear subspaceGeometryData miningControl (management)BiologyBotanyMeasure (data warehouse)Mathematical physicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsProbabilistic and Robust Engineering Design