62 citations · 95 across the 3 of their papers we have counts for
3 papers · 1 filter
Cross-Validation Based Adaptive Sampling for Multi-Level Gaussian Process Models
Louise Kimpton, James Salter, Tim Dodwell +2
Complex computer codes or models can often be run in a hierarchy of different levels of complexity ranging from the very basic to the sophisticated. The top levels in this hierarch…
Efficient calibration for high-dimensional computer model output using basis methods
James M Salter, Daniel B Williamson
Calibration of expensive computer models with high-dimensional output fields can be approached via history matching. If the entire output field is matched, with patterns or correla…
Uncertainty quantification for computer models with spatial output using calibration-optimal bases
James M Salter, Daniel B Williamson, John Scinocca +1
The calibration of complex computer codes using uncertainty quantification (UQ) methods is a rich area of statistical methodological development. When applying these techniques to…