Litcius/Paper detail

A reduced order method for nonlinear parameterized partial differential equations using dynamic mode decomposition coupled with k-nearest-neighbors regression

Zhen Gao, Yifan Lin, Xiang Sun, Xueying Zeng

2021Journal of Computational Physics36 citationsDOI

Topics & Concepts

Parameterized complexityNonlinear systemMathematicsApplied mathematicsPartial differential equationNonlinear regressionDecompositionMode (computer interface)Order (exchange)Dynamic mode decompositionRegressionMathematical analysisRegression analysisPhysicsStatisticsAlgorithmComputer scienceMechanicsChemistryOrganic chemistryFinanceQuantum mechanicsOperating systemEconomicsModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisHeat Transfer Mechanisms
A reduced order method for nonlinear parameterized partial differential equations using dynamic mode decomposition coupled with k-nearest-neighbors regression | Litcius