On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton–Jacobi partial differential equations
Jérôme Darbon, Tingwei Meng
Topics & Concepts
Hamilton–Jacobi equationPartial differential equationViscosityViscosity solutionMathematicsApplied mathematicsJacobi methodArtificial neural networkFirst-order partial differential equationMathematical analysisDifferential equationPhysicsComputer scienceArtificial intelligenceThermodynamicsModel Reduction and Neural NetworksFractional Differential Equations SolutionsNeural Networks and Applications