Colin Fox

Using Parallel MCMC Sampling to Calibrate a Computer Model of a Geothermal Reservoir

Tiangang Cui, Colin Fox, Geoff K. Nicholls, 2011 .

Posterior Exploration for Computationally Intensive Forward Models

Colin Fox, J. David Moulton, David Higdon, 2011 .

Adaptive Error Modelling in MCMC Sampling for Large Scale Inverse Problems

Tiangang Cui, Colin Fox, Michael O'Sullivan, 2011 .

Multilevel Delayed Acceptance MCMC with an Adaptive Error Model in PyMC3

Colin Fox, Robert Scheichl, Grigorios Mingas, 2020, 2012.05668.

A posteriori stochastic correction of reduced models in delayed‐acceptance MCMC, with application to multiphase subsurface inverse problems

Tiangang Cui, Colin Fox, Michael O'Sullivan, 2018 .

Approximation and sampling of multivariate probability distributions in the tensor train decomposition

Colin Fox, Robert Scheichl, Karim Anaya-Izquierdo, 2018, Statistics and Computing.

Randomized reduced forward models for efficient Metropolis–Hastings MCMC, with application to subsurface fluid flow and capacitance tomography

Tiangang Cui, Colin Fox, Markus Neumayer, 2020, GEM - International Journal on Geomathematics.