A deep learning based surrogate model for stochastic simulators
Akshay Thakur, Souvik Chakraborty
Topics & Concepts
Computer scienceBenchmark (surveying)Kernel (algebra)Artificial neural networkArtificial intelligenceGenerative modelMachine learningFunction (biology)Simple (philosophy)Property (philosophy)Stochastic neural networkSurrogate modelDeep learningMathematical optimizationAlgorithmGenerative grammarMathematicsRecurrent neural networkEpistemologyBiologyGeographyGeodesyCombinatoricsPhilosophyEvolutionary biologyModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignAdvanced Multi-Objective Optimization Algorithms