ADLGM: An efficient adaptive sampling deep learning Galerkin method
Andreas C. Aristotelous, Edward C. Mitchell, Vasileios Maroulas
Topics & Concepts
Adaptive samplingRobustness (evolution)Partial differential equationGalerkin methodResidualArtificial neural networkSampling (signal processing)Mathematical optimizationComputer scienceMathematicsAlgorithmArtificial intelligenceApplied mathematicsFinite element methodMathematical analysisMonte Carlo methodComputer visionThermodynamicsFilter (signal processing)BiochemistryStatisticsChemistryGenePhysicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignAdvanced Numerical Methods in Computational Mathematics