Personal information

uncertainty quantification, applied mathematics, probabilistic modeling, optimization, reliability-based design optimization
France

Biography

Dr. Reda El Amri holds a MSc. (2015) and a PhD (2019) in Applied Mathematics from Grenoble Alpes University and IFP Energies Nouvelles. He conducted research activities at CEA and IRT Saint Exupéry (2019-2022). Since 2022, he has been working as a research engineer in the Applied Mathematics department at IFP Energies Nouvelles.
His main research topics are Uncertainty Quantification, optimization/inversion under uncertainties, probabilistic modelling and machine learning.

Activities

Employment (3)

IFP Energies nouvelles Solaize: Solaize, Auvergne-Rhône-Alpes, FR

2022-09 to present (Digital Science and Technology Division)
Employment
Source: Self-asserted source
Mohamed Reda EL AMRI

IRT Saint Exupéry: Toulouse, FR

2021 to 2022
Employment
Source: Self-asserted source
Mohamed Reda EL AMRI

Atomic Energy and Alternative Energies Commission: Cadarache, FR

2019 to 2021
Employment
Source: Self-asserted source
Mohamed Reda EL AMRI

Education and qualifications (1)

Université Grenoble Alpes: Saint-Martin-d'Hères, FR

2016 to 2019 | PhD (Applied Mathematics)
Education
Source: Self-asserted source
Mohamed Reda EL AMRI

Works (6)

MORE POWERFUL HSIC-BASED INDEPENDENCE TESTS, EXTENSION TO SPACE-FILLING DESIGNS AND FUNCTIONAL DATA

International Journal for Uncertainty Quantification
2024 | Journal article
Part of ISSN: 2152-5080
Contributors: Mohamed Reda El Amri; Amandine Marrel
Source: Self-asserted source
Mohamed Reda EL AMRI

Multilevel Surrogate-based Control Variates

2023 | Preprint
Contributors: Mohamed Reda El Amri; Paul Mycek; Sophie Ricci; Matthias De Lozzo
Source: Self-asserted source
Mohamed Reda EL AMRI

Feasible set estimation under functional uncertainty by Gaussian Process modelling

Physica D: Nonlinear Phenomena
2023-12 | Journal article
Part of ISSN: 0167-2789
Contributors: Mohamed Reda El Amri; Céline Helbert; Miguel Munoz Zuniga; Clémentine Prieur; Delphine SINOQUET
Source: Self-asserted source
Mohamed Reda EL AMRI

A Sampling Criterion for Constrained Bayesian Optimization with Uncertainties

The SMAI Journal of computational mathematics
2023-12-21 | Journal article
Part of ISSN: 2426-8399
Contributors: Reda El Amri; Rodolphe Le Riche; Céline Helbert; Christophette Blanchet-Scalliet; Sébastien Da Veiga
Source: Self-asserted source
Mohamed Reda EL AMRI

Optimized HSIC‐based tests for sensitivity analysis: Application to thermalhydraulic simulation of accidental scenario on nuclear reactor

Quality and Reliability Engineering International
2022-04 | Journal article
Part of ISSN: 0748-8017
Part of ISSN: 1099-1638
Contributors: Mohamed Reda El Amri; Amandine Marrel
Source: Self-asserted source
Mohamed Reda EL AMRI

Data-driven stochastic inversion via functional quantization

Statistics and Computing
2020-05 | Journal article | Author
Part of ISSN: 0960-3174
Part of ISSN: 1573-1375
Contributors: Mohamed Reda EL AMRI; Céline Helbert; Olivier Lepreux; Miguel Munoz Zuniga; Clémentine Prieur; Delphine Sinoquet
Source: Self-asserted source
Mohamed Reda EL AMRI
grade
Preferred source (of 2)‎

Peer review (1 review for 1 publication/grant)

Review activity for Reliability engineering & systems safety. (1)