JAX-DIPS: Neural bootstrapping of finite discretization methods and application to elliptic problems with discontinuities
Pouria Mistani, Samira Pakravan, Rajesh Ilango, Frédéric Gibou
Topics & Concepts
DiscretizationSolverComputer scienceApplied mathematicsPartial differential equationArtificial neural networkDifferentiable functionElliptic partial differential equationClassification of discontinuitiesMathematical optimizationAlgorithmMathematicsArtificial intelligenceMathematical analysisModel Reduction and Neural NetworksNumerical methods in engineeringAdvanced Numerical Methods in Computational Mathematics