A derivative-free method for solving elliptic partial differential equations with deep neural networks
Jihun Han, Mihai Nica, Adam R. Stinchcombe
Topics & Concepts
Artificial neural networkPartial differential equationApplied mathematicsMathematicsBrownian motionMultigrid methodSingularityComputer scienceMathematical optimizationMathematical analysisArtificial intelligenceStatisticsModel Reduction and Neural NetworksGenerative Adversarial Networks and Image SynthesisAdvanced Numerical Methods in Computational Mathematics