Efficient, scalable emulation of stochastic simulators: A mixture density network based surrogate modeling framework
Peng Han, Jize Zhang
Topics & Concepts
EmulationScalabilityComputer scienceSurrogate modelDistributed computingReliability engineeringEngineeringMachine learningOperating systemEconomicsEconomic growthGaussian Processes and Bayesian InferenceProbabilistic and Robust Engineering DesignAdvanced Multi-Objective Optimization Algorithms