Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling
Jan Decuyper, Koen Tiels, Mark Runacres, J. Schoukens
Topics & Concepts
Nonlinear systemUnivariateInterpretabilityDuffing equationBlack boxPolynomialState spaceDecoupling (probability)Applied mathematicsNonlinear modellingMathematicsAlgorithmComputer scienceControl theory (sociology)Multivariate statisticsArtificial intelligenceMathematical analysisPhysicsEngineeringStatisticsQuantum mechanicsControl engineeringControl (management)Tensor decomposition and applicationsModel Reduction and Neural NetworksControl Systems and Identification