Olivier Roustant
Impact in
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- Probabilistic and Robust Engineering Design
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- Advanced Multi-Objective Optimization Algorithms
Papers in
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- Advanced Multi-Objective Optimization Algorithms 26
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- Probabilistic and Robust Engineering Design 23
- Co-authors
- David Ginsbourger (12 shared papers)Yves Deville (3 shared papers)Bertrand Iooss (5 shared papers)Amandine Marrel (1 shared paper)Béatrice Laurent (1 shared paper)Nam‐Ho Kim (1 shared paper)Raphael T. Haftka (1 shared paper)Victor Picheny (1 shared paper)
- Journals
- Reliability Engineering & System Safety (5 papers)SIAM/ASA Journal on Uncertainty Quantification (4 papers)Statistics and Computing (3 papers)Electronic Journal of Statistics (2 papers)Journal of Statistical Planning and Inference (2 papers)
- Partner nations
- FranceSwitzerlandGermany
In The Last Decade
Olivier Roustant
45 papers receiving 1.3k citations
Olivier Roustant's Hit Papers
Peers
Comparison fields: 5 of 101
- Statistics, Probability and Uncertainty 571
- Computational Theory and Mathematics 589
- Management Science and Operations Research 348
- Artificial Intelligence 326
- Statistical and Nonlinear Physics 96
Countries citing papers authored by Olivier Roustant
This map shows the geographic impact of Olivier Roustant's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Olivier Roustant with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Olivier Roustant more than expected).
Fields of papers citing papers by Olivier Roustant
This network shows the impact of papers produced by Olivier Roustant. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Olivier Roustant. The network helps show where Olivier Roustant may publish in the future.
Co-authors
The 25 scholars most cited alongside Olivier Roustant, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 52 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | DiceKriging,DiceOptim: TwoRPackages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization Hit paper breakdown → | 2012 | 367 |
| 2 | 2008 | 213 | |
| 3 | 2010 | 203 | |
| 4 | 2017 | 48 | |
| 5 | DiceKriging, DiceOptim: Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization | 2012 | 38 |
| 6 | 2012 | 37 | |
| 7 | 2014 | 35 | |
| 8 | 2017 | 33 | |
| 9 | 2011 | 32 | |
| 10 | 2017 | 27 | |
| 11 | 2014 | 26 | |
| 12 | 2021 | 23 | |
| 13 | Group kernels for Gaussian process metamodels with categorical inputs | 2018 | 22 |
| 14 | 2009 | 22 | |
| 15 | 2011 | 20 | |
| 16 | 2017 | 18 | |
| 17 | 2013 | 15 | |
| 18 | 2022 | 13 | |
| 19 | 2016 | 12 | |
| 20 | 2015 | 11 |
About Olivier Roustant
Olivier Roustant is a scholar working on Computational Theory and Mathematics, Statistics, Probability and Uncertainty, Artificial Intelligence, Management Science and Operations Research and Civil and Structural Engineering, having authored 52 papers that have together received 1.3k indexed citations. Recurring topics across this work include Advanced Multi-Objective Optimization Algorithms (26 papers), Probabilistic and Robust Engineering Design (23 papers), Gaussian Processes and Bayesian Inference (13 papers), Optimal Experimental Design Methods (13 papers), Insurance and Financial Risk Management (3 papers), Agricultural risk and resilience (3 papers), Fatigue and fracture mechanics (3 papers) and Model Reduction and Neural Networks (3 papers). The work is most often cited by research in Statistics, Probability and Uncertainty (571 citations), Computational Theory and Mathematics (589 citations), Management Science and Operations Research (348 citations), Artificial Intelligence (326 citations) and Statistical and Nonlinear Physics (96 citations). Olivier Roustant has collaborated with scholars based in France, Switzerland and Germany. Frequent co-authors include David Ginsbourger, Yves Deville, Bertrand Iooss, Amandine Marrel, Béatrice Laurent, Nam‐Ho Kim, Raphael T. Haftka, Victor Picheny, Nicolas Durrande and Laurent Carraro. Their work appears in journals such as Reliability Engineering & System Safety, SIAM/ASA Journal on Uncertainty Quantification, Statistics and Computing, Electronic Journal of Statistics and Journal of Statistical Planning and Inference.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.