7 citations · 14 across the 8 of their papers we have counts for
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math.NA2018
Semivariogram methods for modeling Whittle-Matérn priors in Bayesian inverse problems
Richard D. Brown, Johnathan M. Bardsley, Tiangang Cui
We present a new technique, based on semivariogram methodology, for obtaining point estimates for use in prior modeling for solving Bayesian inverse problems. This method requires…
stat.CO2018
A posteriori stochastic correction of reduced models in delayed acceptance MCMC, with application to multiphase subsurface inverse problems
Tiangang Cui, Colin Fox, Michael J O'Sullivan
Sample-based Bayesian inference provides a route to uncertainty quantification in the geosciences, and inverse problems in general, though is very computationally demanding in the…