A scalable hierarchical Bayesian calibration framework using the Bayesian Committee Machine achieves large runtime speedups and is demonstrated on benchmark and accelerator simulation data.
Combining Field Data and Computer Simulations for Calibration and Predic- tion
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.CO 1years
2026 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
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.