| Active learning for structural reliability: Survey, general framework and benchmark M Moustapha, S Marelli, B Sudret Structural Safety 96, 102174, 2022 | 204 | 2022 |
| Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework M Moustapha, B Sudret Structural and Multidisciplinary Optimization 60 (5), 2157-2176, 2019 | 202 | 2019 |
| Quantile-based optimization under uncertainties using adaptive Kriging surrogate models M Moustapha, B Sudret, JM Bourinet, B Guillaume Structural and multidisciplinary optimization 54, 1403-1421, 2016 | 142 | 2016 |
| Comparative study of Kriging and support vector regression for structural engineering applications M Moustapha, JM Bourinet, B Guillaume, B Sudret ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2018 | 115 | 2018 |
| What is the optimal robust environmental and cost-effective solution for building renovation? Not the usual one A Galimshina, M Moustapha, A Hollberg, P Padey, S Lasvaux, B Sudret, ... Energy and Buildings 251, 111329, 2021 | 78 | 2021 |
| Statistical method to identify robust building renovation choices for environmental and economic performance A Galimshina, M Moustapha, A Hollberg, P Padey, S Lasvaux, B Sudret, ... Building and Environment 183, 107143, 2020 | 67 | 2020 |
| Bio-based materials as a robust solution for building renovation: A case study A Galimshina, M Moustapha, A Hollberg, P Padey, S Lasvaux, B Sudret, ... Applied Energy 316, 119102, 2022 | 55 | 2022 |
| A two-level kriging-based approach with active learning for solving time-variant risk optimization problems HM Kroetz, M Moustapha, AT Beck, B Sudret Reliability Engineering & System Safety 203, 107033, 2020 | 48 | 2020 |
| UQLab user manual–Support vector machines for regression M Moustapha, C Lataniotis, S Marelli, B Sudret Report UQLab-V1, 3-111, 2018 | 24 | 2018 |
| Mapping the drivers of uncertainty in atmospheric selenium deposition with global sensitivity analysis A Feinberg, M Maliki, A Stenke, B Sudret, T Peter, LHE Winkel Atmospheric Chemistry and Physics 20 (3), 1363-1390, 2020 | 22 | 2020 |
| Probabilistic LCA and LCC to identify robust and reliable renovation strategies A Galimshina, A Hollberg, M Moustapha, B Sudret, D Favre, P Padey, ... IOP Conference Series: Earth and Environmental Science 323 (1), 012058, 2019 | 19 | 2019 |
| Adaptive surrogate models for the reliable lightweight design of automotive body structures M Moustapha Université Blaise Pascal-Clermont-Ferrand II, 2016 | 16 | 2016 |
| Stakeholder influence on global warming potential of reinforced concrete structure F Belizario-Silva, A Galimshina, DC Reis, M Quattrone, B Gomes, ... Journal of Building Engineering 44, 102979, 2021 | 15 | 2021 |
| Multi-objective robust optimization using adaptive surrogate models for problems with mixed continuous-categorical parameters M Moustapha, A Galimshina, G Habert, B Sudret Structural and Multidisciplinary Optimization 65 (12), 357, 2022 | 14 | 2022 |
| UQLab user manual–Reliability-based design optimization M Moustapha, S Marelli, B Sudret Technical report, Chair of Risk, Safety & Uncertainty Quantification, ETH …, 2019 | 13 | 2019 |
| UQLab user manual–Active learning reliability M Moustapha, S Marelli, B Sudret Report UQLab-V2, in Chair of Risk, Safety and Uncertainty Quantification …, 2022 | 11 | 2022 |
| Robust and resilient renovation solutions in different climate change scenarios A Galimshina, M Moustapha, A Hollberg, P Padey, S Lasvaux, B Sudret, ... IOP Conference Series: Earth and Environmental Science 588 (3), 032042, 2020 | 11 | 2020 |
| Adaptive Kriging reliability-based design optimization of an automotive body structure under crashworthiness constraints M Moustapha, B Sudret, JM Bourinet, B Guillaume Proceedings of the 12th International Conference on Applications of …, 2015 | 11 | 2015 |
| Metamodeling for crashworthiness design: comparative study of kriging and support vector regression M Moustapha, B Sudret, JM Bourinet, B Guillaume Uncertainties 2014-proceedings of the 2nd International Symposium on …, 2014 | 9 | 2014 |
| Learning non-stationary and discontinuous functions using clustering, classification and Gaussian process modelling M Moustapha, B Sudret Computers & Structures 281, 107035, 2023 | 8 | 2023 |
