Learning the dynamical response of nonlinear non-autonomous dynamical systems with deep operator neural networks
Guang Lin, Christian Moya, Zecheng Zhang
Topics & Concepts
Computer scienceDynamical systems theoryDiscretizationNonlinear systemOperator (biology)Dynamical system (definition)Function approximationArtificial neural networkFlexibility (engineering)Function (biology)Inverted pendulumControl theory (sociology)AlgorithmArtificial intelligenceMathematicsControl (management)BiologyChemistryMathematical analysisPhysicsEvolutionary biologyQuantum mechanicsRepressorStatisticsGeneBiochemistryTranscription factorModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsProbabilistic and Robust Engineering Design