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Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks

Deep Neural NetworksEngineeringPde-constrained OptimizationDeep LearningSimulator-free SolutionStochastic Differential EquationNumerical Method For Partial Differential Equation