Towards Scalable Gaussian Process Modeling

25 Jul 2019Piyush PanditaJesper KristensenLiping Wang

Numerous engineering problems of interest to the industry are often characterized by expensive black-box objective experiments or computer simulations. Obtaining insight into the problem or performing subsequent optimizations requires hundreds of thousands of evaluations of the objective function which is most often a practically unachievable task... (read more)

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