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Parameter estimation and modeling of nonlinear dynamical systems based on Runge–Kutta physics-informed neural network

Weida Zhai, Dongwang Tao, Yuequan Bao

2023Nonlinear Dynamics62 citationsDOI

Topics & Concepts

Artificial neural networkDynamical systems theoryNonlinear systemRunge–Kutta methodsBlack boxDynamical system (definition)Numerical integrationComputer scienceArtificial intelligenceDifferential equationApplied mathematicsStatistical physicsMathematicsPhysicsMathematical analysisQuantum mechanicsModel Reduction and Neural NetworksNeural Networks and ApplicationsHydraulic and Pneumatic Systems
Parameter estimation and modeling of nonlinear dynamical systems based on Runge–Kutta physics-informed neural network | Litcius