Physically guided deep learning solver for time-dependent Fokker–Planck equation
Yang Zhang, Ka‐Veng Yuen
Topics & Concepts
Robustness (evolution)Fokker–Planck equationArtificial neural networkNonlinear systemSolverComputer scienceApplied mathematicsBoundary value problemDeep learningConstraint (computer-aided design)MathematicsArtificial intelligenceMathematical optimizationPartial differential equationMathematical analysisPhysicsQuantum mechanicsChemistryBiochemistryGeneGeometryModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Turbulent Flows