Wang, Junyang, Cockayne, Jon, Chkrebtii, Oksana, Sullivan, Tim J. and Oates, Chris. J. (2021) Bayesian numerical methods for nonlinear partial differential equations. Statistics and Computing, 31 (5). 55. doi:10.1007/s11222-021-10030-w ISSN 1573-1375.

Cockayne, Jon, Oates, Chris J., Sullivan, T. J. and Girolami, Mark (2019) Bayesian probabilistic numerical methods. SIAM Review, 61 (4). pp. 756-789. doi:10.1137/17M1139357 ISSN 0036-1445.

Cockayne, Jon (2019) Bayesian probabilistic numerical methods. PhD thesis, University of Warwick.

Oates, Chris J., Cockayne, Jon, Briol, François-Xavier and Girolami, Mark (2019) Convergence rates for a class of estimators based on Stein’s method. Bernoulli, 25 (2). pp. 1141-1159. doi:10.3150/17-BEJ1016 ISSN 1350-7265.

Oates, Chris J., Cockayne, Jon, Aykroyd, Robert G. and Girolami, Mark (2019) Bayesian probabilistic numerical methods in time-dependent state estimation for industrial hydrocyclone equipment. Journal of the American Statistical Association . pp. 1-27. doi:10.1080/01621459.2019.1574583 ISSN 0162-1459.

Cockayne, Jon, Oates, Chris J., Sullivan, T. J. and Girolami, Mark (2017) Probabilistic numerical methods for PDE-constrained Bayesian inverse problems. In: 36th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Ghent, Belgium, 10-15 Jul 2016. Published in: AIP Conference Proceedings, 1853 (1). doi:10.1063/1.4985359 ISSN 0094-243X.