Approximate Bayesian computation (ABC) gives exact results under the assumption of model error RD Wilkinson Statistical applications in genetics and molecular biology 12 (2), 129-141, 2013 | 347 | 2013 |
Dating primate divergences through an integrated analysis of palaeontological and molecular data RD Wilkinson, ME Steiper, C Soligo, RD Martin, Z Yang, S Tavaré Systematic biology 60 (1), 16-31, 2011 | 229 | 2011 |
The emergence of lobsters: phylogenetic relationships, morphological evolution and divergence time comparisons of an ancient group (Decapoda: Achelata, Astacidea, Glypheidea … HD Bracken-Grissom, ST Ahyong, RD Wilkinson, RM Feldmann, ... Systematic Biology 63 (4), 457-479, 2014 | 150 | 2014 |
Accelerating ABC methods using Gaussian processes R Wilkinson Artificial Intelligence and Statistics, 1015-1023, 2014 | 106 | 2014 |
A probabilistic calibration of climate sensitivity and terrestrial carbon change in GENIE-1 PB Holden, NR Edwards, KIC Oliver, TM Lenton, RD Wilkinson Climate Dynamics 35, 785-806, 2010 | 93 | 2010 |
Global mean surface temperature and climate sensitivity of the early Eocene Climatic Optimum (EECO), Paleocene–Eocene Thermal Maximum (PETM), and latest Paleocene GN Inglis, F Bragg, NJ Burls, MJ Cramwinckel, D Evans, GL Foster, ... Climate of the Past 16 (5), 1953-1968, 2020 | 74* | 2020 |
Climate–carbon cycle uncertainties and the Paris Agreement PB Holden, NR Edwards, A Ridgwell, RD Wilkinson, K Fraedrich, ... Nature Climate Change 8 (7), 609-613, 2018 | 70 | 2018 |
Bayesian calibration of expensive multivariate computer experiments RD Wilkinson Large‐Scale Inverse Problems and Quantification of Uncertainty, 195-215, 2010 | 65 | 2010 |
Balancing the risks of pupils returning to schools Delve Initiative DELVE report, 2020 | 52* | 2020 |
Active learning in Gaussian process interpolation of potential energy surfaces E Uteva, RS Graham, RD Wilkinson, RJ Wheatley The Journal of chemical physics 149 (17), 174114, 2018 | 46 | 2018 |
Interpolation of intermolecular potentials using Gaussian processes E Uteva, RS Graham, RD Wilkinson, RJ Wheatley The Journal of Chemical Physics 147 (16), 161706, 2017 | 44 | 2017 |
Global sensitivity analysis of the climate–vegetation system to astronomical forcing: an emulator-based approach N Bounceur, M Crucifix, RD Wilkinson Earth System Dynamics 6 (1), 205-224, 2015 | 44 | 2015 |
Considering discrepancy when calibrating a mechanistic electrophysiology model CL Lei, S Ghosh, DG Whittaker, Y Aboelkassem, KA Beattie, CD Cantwell, ... Philosophical Transactions of the Royal Society A 378 (2173), 20190349, 2020 | 42 | 2020 |
Emulation and interpretation of high-dimensional climate model outputs PB Holden, NR Edwards, PH Garthwaite, RD Wilkinson Journal of Applied Statistics 42 (9), 2038-2055, 2015 | 40 | 2015 |
Estimating primate divergence times by using conditioned birth-and-death processes RD Wilkinson, S Tavaré Theoretical population biology 75 (4), 278-285, 2009 | 39 | 2009 |
PALEO-PGEM v1. 0: a statistical emulator of Pliocene–Pleistocene climate PB Holden, NR Edwards, TF Rangel, EB Pereira, GT Tran, RD Wilkinson Geoscientific Model Development 12 (12), 5137-5155, 2019 | 33 | 2019 |
ABC for climate: dealing with expensive simulators PB Holden, NR Edwards, J Hensman, RD Wilkinson Handbook of approximate Bayesian computation, 569-595, 2018 | 32 | 2018 |
Gaussian process manifold interpolation for probabilistic atrial activation maps and uncertain conduction velocity S Coveney, C Corrado, CH Roney, D O’Hare, SE Williams, MD O’Neill, ... Philosophical Transactions of the Royal Society A 378 (2173), 20190345, 2020 | 28 | 2020 |
Gaussian process modelling for uncertainty quantification in convectively-enhanced dissolution processes in porous media D Crevillen-Garcia, RD Wilkinson, AA Shah, H Power Advances in water resources 99, 1-14, 2017 | 27 | 2017 |
Probabilistic interpolation of uncertain local activation times on human atrial manifolds S Coveney, C Corrado, CH Roney, RD Wilkinson, JE Oakley, F Lindgren, ... IEEE Transactions on Biomedical Engineering 67 (1), 99-109, 2019 | 24 | 2019 |