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Stabilized neural ordinary differential equations for long-time forecasting of dynamical systems

Alec J. Linot, J. W. Burby, Qi Tang, Prasanna Balaprakash, Michael D. Graham, Romit Maulik

2022Journal of Computational Physics74 citationsDOIOpen Access PDF

Topics & Concepts

Ordinary differential equationDynamical systems theoryApplied mathematicsArtificial neural networkDifferential equationMathematicsDynamical system (definition)Computer scienceMathematical analysisPhysicsArtificial intelligenceQuantum mechanicsModel Reduction and Neural NetworksNeural Networks and ApplicationsNeural Networks and Reservoir Computing
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