| An analytic comparison of regularization methods for Gaussian processes H Mohammadi, RL Riche, N Durrande, E Touboul, X Bay arXiv preprint arXiv:1602.00853, 2016 | 48 | 2016 |
| Emulating dynamic non-linear simulators using Gaussian processes H Mohammadi, P Challenor, M Goodfellow Computational Statistics & Data Analysis 139, 178-196, 2019 | 35 | 2019 |
| Making EGO and CMA-ES complementary for global optimization H Mohammadi, R Le Riche, E Touboul International Conference on Learning and Intelligent Optimization, 287-292, 2015 | 28 | 2015 |
| Cross-validation based adaptive sampling for Gaussian process models H Mohammadi, P Challenor, D Williamson, M Goodfellow SIAM/ASA Journal on Uncertainty Quantification 10, 294-316, 2022 | 23 | 2022 |
| Kriging-based black-box global optimization: analysis and new algorithms H Mohammadi Université de Lyon, 2016 | 20 | 2016 |
| Emulating computer models with step-discontinuous outputs using Gaussian processes H Mohammadi, P Challenor, M Goodfellow, D Williamson arXiv preprint arXiv:1903.02071, 2019 | 18 | 2019 |
| A robust Kriging model for predicting accumulative outflow from a mature reservoir considering a new horizontal well H Mohammadi, A Seifi, T Foroud Journal of Petroleum Science and Engineering 82, 113-119, 2012 | 16 | 2012 |
| Complex model calibration through emulation, a worked example for a stochastic epidemic model M Dunne, H Mohammadi, P Challenor, R Borgo, T Porphyre, I Vernon, ... Epidemics 39, 100574, 2022 | 10 | 2022 |
| Emulating complex dynamical simulators with random Fourier features H Mohammadi, P Challenor, M Goodfellow SIAM/ASA Journal on Uncertainty Quantification 12, 788-811, 2024 | 9 | 2024 |
| Cardiopulmonary responses to maximal aerobic exercise in patients with cystic fibrosis CA Williams, KCA Wedgwood, H Mohammadi, K Prouse, OW Tomlinson, ... PloS one 14 (2), e0211219, 2019 | 9 | 2019 |
| Sequential adaptive design for emulating costly computer codes H Mohammadi, P Challenor Journal of Statistical Computation and Simulation 95 (3), 654-675, 2025 | 6 | 2025 |
| A detailed analysis of kernel parameters in Gaussian process-based optimization H Mohammadi, R Le Riche, E Touboul Ecole Nationale Supérieure des Mines; LIMOS, 2015 | 5 | 2015 |
| Small ensembles of kriging models for optimization H Mohammadi, RL Riche, E Touboul arXiv preprint arXiv:1603.02638, 2016 | 3 | 2016 |
| Cross-validation based adaptive sampling for multi-level Gaussian process models L Kimpton, J Salter, T Dodwell, H Mohammadi, P Challenor arXiv preprint arXiv:2307.09095, 2023 | 2 | 2023 |
| Variance-based global sensitivity analysis of numerical models using R H Mohammadi, P Challenor, C Prieur arXiv preprint arXiv:2206.11348, 2022 | 2 | 2022 |
| Prediction of accumulated outflow from a fractured hydrocarbon reservoir using metamodeling A Seifi, MB Kazemzadeh, H Mohammadi Petroleum Exploration and Development 40 (2), 230-235, 2013 | 2 | 2013 |
Peter ChallenorProfessor of StatisticsVerified email at exeter.ac.uk
