Data-Driven Approximations of Dynamical Systems Operators for Control
Eurika Kaiser, J. Nathan Kutz, Steven L. Brunton
Topics & Concepts
Dynamic mode decompositionOperator (biology)Dynamical systems theoryRepresentation (politics)Nonlinear systemSpectral theoremComputer scienceLinear dynamical systemMathematicsLinear algebraOperator theoryAlgebra over a fieldApplied mathematicsTheoretical computer scienceMathematical optimizationLinear systemPure mathematicsMachine learningMathematical analysisChemistryQuantum mechanicsPoliticsPolitical scienceGeometryTranscription factorPhysicsGeneBiochemistryLawRepressorModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignPower System Optimization and Stability