110 citations · 461 across the 50 of their papers we have counts for
3 papers · 1 filter
A Semi-Automatic Method for History Matching using Sequential Monte Carlo
Christopher C Drovandi, David J Nott, Daniel E Pagendam
The aim of the history matching method is to locate non-implausible regions of the parameter space of complex deterministic or stochastic models by matching model outputs with data…
ABC model selection for spatial extremes models applied to South Australian maximum temperature data
Xing Ju Lee, Markus Hainy, James P. McKeone +2
Max-stable processes are a common choice for modelling spatial extreme data as they arise naturally as the infinite-dimensional generalisation of multivariate extreme value theory.…
Unlocking datasets by calibrating populations of models to data density: a study in atrial electrophysiology
Brodie A. J. Lawson, Christopher C. Drovandi, Nicole Cusimano +3
The understanding of complex physical or biological systems nearly always requires a characterisation of the variability that underpins these processes. In addition, the data used…