Overcoming the curse of dimensionality for some Hamilton–Jacobi partial differential equations via neural network architectures
Jérôme Darbon, Gabriel P. Langlois, Tingwei Meng
Topics & Concepts
Curse of dimensionalityArtificial neural networkPartial differential equationMathematicsDimension (graph theory)Hamilton–Jacobi equationApplied mathematicsInverseComputer scienceMathematical optimizationArtificial intelligenceMathematical analysisPure mathematicsGeometryModel Reduction and Neural NetworksGaussian Processes and Bayesian InferenceNeural Networks and Applications