Non-intrusive model reduction of large-scale, nonlinear dynamical systems using deep learning
Han Gao, Jianxun Wang, Matthew J. Zahr
Topics & Concepts
Nonlinear systemArtificial neural networkComputer scienceDynamical systems theoryRobustness (evolution)BottleneckDiscretizationMathematical optimizationApplied mathematicsAlgorithmMathematicsArtificial intelligenceChemistryPhysicsBiochemistryGeneMathematical analysisEmbedded systemQuantum mechanicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNuclear Engineering Thermal-Hydraulics