62 citations · 95 across the 3 of their papers we have counts for
4 papers
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…
Quantifying spatio-temporal boundary condition uncertainty for the North American deglaciation
James M. Salter, Daniel B. Williamson, Lauren J. Gregoire +1
Ice sheet models are used to study the deglaciation of North America at the end of the last ice age (past 21,000 years), so that we might understand whether and how existing ice sh…
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…