Learning and Optimization with Bayesian Hybrid Models

12 Dec 2019Elvis A. EugeneXian GaoAlexander W. Dowling

Bayesian hybrid models fuse physics-based insights with machine learning constructs to correct for systematic bias. In this paper, we compare Bayesian hybrid models against physics-based glass-box and Gaussian process black-box surrogate models... (read more)

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