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stat.ME2024
Combining Climate Models using Bayesian Regression Trees and Random Paths
John C. Yannotty, Thomas J. Santner, Bo Li +1
General circulation models (GCMs) are essential tools for climate studies. Such climate models may have varying accuracy across the input domain, but no model is uniformly best. On…
stat.ME2023
Model Mixing Using Bayesian Additive Regression Trees
John C. Yannotty, Thomas J. Santner, Richard J. Furnstahl +1
In modern computer experiment applications, one often encounters the situation where various models of a physical system are considered, each implemented as a simulator on a comput…