A scalable hierarchical Bayesian calibration framework using the Bayesian Committee Machine achieves large runtime speedups and is demonstrated on benchmark and accelerator simulation data.
Computer Model Calibration Using High-Dimensional Output
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Hierarchical Bayesian Calibration with Bayesian Committee Machine
A scalable hierarchical Bayesian calibration framework using the Bayesian Committee Machine achieves large runtime speedups and is demonstrated on benchmark and accelerator simulation data.