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Physics-informed variational inference for uncertainty quantification of stochastic differential equations

Hyomin Shin, Minseok Choi

2023Journal of Computational Physics23 citationsDOI

Topics & Concepts

RandomnessStochastic partial differential equationStochastic differential equationInferencePartial differential equationApplied mathematicsComputer scienceArtificial neural networkAutoencoderMathematical optimizationAlgorithmMathematicsArtificial intelligenceMathematical analysisStatisticsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNuclear Engineering Thermal-Hydraulics
Physics-informed variational inference for uncertainty quantification of stochastic differential equations | Litcius