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A recurrent neural network framework with an adaptive training strategy for long-time predictive modeling of nonlinear dynamical systems

Shanwu Li, Yongchao Yang

2021Journal of Sound and Vibration24 citationsDOI

Topics & Concepts

Robustness (evolution)Computer scienceNonlinear systemRecurrent neural networkArtificial neural networkAttractorDynamical systems theoryControl theory (sociology)Artificial intelligenceMean squared prediction errorMachine learningMathematicsControl (management)BiochemistryMathematical analysisPhysicsQuantum mechanicsGeneChemistryNeural Networks and Reservoir ComputingModel Reduction and Neural NetworksNonlinear Dynamics and Pattern Formation
A recurrent neural network framework with an adaptive training strategy for long-time predictive modeling of nonlinear dynamical systems | Litcius