Publications
Copyright Notice: Any articles made available for download are for personal use only. Any other use requires prior permission of the author and the copyright holder.
| 2024 | 2023 | 2022 | 2019 | 2016 | 2015 | 2013 | 2012 |
2024
- Mohammadi H, Challenor P, Goodfellow M. (2024) Emulating complex dynamical simulators with random Fourier features.
2023
- Kimpton L, Salter J, Dodwell T, Mohammadi H, Challenor P. (2023) Cross-Validation Based Adaptive Sampling for Multi-Level Gaussian Process Models. [PDF]
2022
- Mohammadi H, Challenor P. (2022) Sequential adaptive design for emulating costly computer codes. [PDF]
- Mohammadi H, Challenor P, Prieur C. (2022) Variance-based global sensitivity analysis of numerical models using R. [PDF]
2019
- Mohammadi H, Challenor P, Goodfellow M, Williamson D. (2019) Emulating computer models with step-discontinuous outputs using Gaussian processes. [PDF]
- Williams CA, Wedgwood KCA, Mohammadi H, Prouse K, Tomlinson OW, Tsaneva-Atanasova K. (2019) Cardiopulmonary responses to maximal aerobic exercise in patients with cystic fibrosis, PLoS ONE, volume 14, article no. 2, DOI:10.1371/journal.pone.0211219.
- Mohammadi H, Challenor P, Goodfellow M. (2019) Emulating dynamic non-linear simulators using Gaussian processes, Computational Statistics and Data Analysis, volume 139, pages 178-196, DOI:10.1016/j.csda.2019.05.006.
2016
- Mohammadi H, Le Riche R, Touboul E. (2016) A detailed analysis of kernel parameters in Gaussian process-based optimization.
- Mohammadi H, Le Riche R. (2016) Small ensemble of kriging models for optimization.
- Mohammadi H, Le Riche R, Durrande N, Touboul E, Bay X. (2016) An analytic comparison of regularization methods for Gaussian processes.
- Mohammadi H. (2016) Kriging-based black-box global optimization: analysis and new algorithms.
- Mohammadi H, Le Riche R, Bay X, Touboul E. (2016) An analysis of covariance parameters in Gaussian process-based optimization, 16th International Conference on Operational Research, KOI, Osijek, Croatia, 18th - 20th Sep 2016.
2015
- Mohammadi H, Le Riche R, Touboul E. (2015) Making EGO and CMA-ES complementary for global optimization, Lecture Notes in Computer Science, DOI:10.1007/978-3-319-19084-6_29.
2013
- SEIFI A, KAZEMZADEH MB, MOHAMMADI H. (2013) Prediction of accumulated outflow from a fractured hydrocarbon reservoir using metamodeling, Petroleum Exploration and Development, volume 40, no. 2, pages 230-235, DOI:10.1016/S1876-3804(13)60027-0.
2012
- Mohammadi H, Seifi A, Foroud T. (2012) A robust Kriging model for predicting accumulative outflow from a mature reservoir considering a new horizontal well, Journal of Petroleum Science and Engineering, volume 82-83, pages 113-119, DOI:10.1016/j.petrol.2012.01.004. [PDF]
