| 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 | 39 | 2016 |
| Emulating dynamic non-linear simulators using Gaussian processes H Mohammadi, P Challenor, M Goodfellow Computational statistics & data analysis 139, 178-196, 2019 | 25 | 2019 |
| Making EGO and CMA-ES complementary for global optimization H Mohammadi, R Le Riche, E Touboul Learning and Intelligent Optimization: 9th International Conference, LION 9 …, 2015 | 24 | 2015 |
| Kriging-based black-box global optimization: analysis and new algorithms H Mohammadi Ecole Nationale Supérieure des Mines de Saint-Etienne, 2016 | 15 | 2016 |
| 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 | 15 | 2012 |
| Emulating computer models with step-discontinuous outputs using gaussian processes H Mohammadi, P Challenor, M Goodfellow, D Williamson arXiv preprint arXiv:1903.02071, 2019 | 13 | 2019 |
| 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 | 10 | 2022 |
| 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 | 8 | 2019 |
| 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 |
| 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 | 2 | 2022 |
| Emulating complex dynamical simulators with random Fourier features H Mohammadi, P Challenor, M Goodfellow arXiv preprint arXiv:2104.14987, 2021 | 2 | 2021 |
| 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 |
| Sequential adaptive design for emulating costly computer codes H Mohammadi, P Challenor arXiv preprint arXiv:2206.12113, 2022 | 1 | 2022 |
| Variance-based global sensitivity analysis of numerical models using R H Mohammadi, P Challenor, C Prieur arXiv preprint arXiv:2206.11348, 2022 | | 2022 |
Rodolphe Le RicheCNRS LIMOS (Mines Saint-Etienne, UCA)Verified email at emse.fr
