Normalizing field flows: Solving forward and inverse stochastic differential equations using physics-informed flow models
Ling Guo, Hao Wu, Tao Tang
Topics & Concepts
MathematicsApplied mathematicsFlow (mathematics)Stochastic differential equationInverseBijectionInverse problemStochastic partial differential equationRandom fieldPartial differential equationGaussianField (mathematics)Mathematical analysisPhysicsGeometryDiscrete mathematicsPure mathematicsQuantum mechanicsStatisticsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Turbulent Flows