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Neural network-based parameter estimation of stochastic differential equations driven by Lévy noise

Xiaolong Wang, Jing Feng, Qi Liu, Yongge Li, Yong Xu

2022Physica A Statistical Mechanics and its Applications31 citationsDOI

Topics & Concepts

Artificial neural networkStochastic differential equationNoise (video)Computer scienceTrajectoryParameterized complexityDifferential equationDuffing equationControl theory (sociology)Stochastic neural networkEstimation theoryAlgorithmApplied mathematicsMathematicsRecurrent neural networkNonlinear systemArtificial intelligenceMathematical analysisControl (management)AstronomyQuantum mechanicsPhysicsImage (mathematics)Model Reduction and Neural NetworksControl Systems and IdentificationFluid Dynamics and Turbulent Flows
Neural network-based parameter estimation of stochastic differential equations driven by Lévy noise | Litcius