Julien Bect

1.4k total citations
26 papers, 606 citations indexed

About

Julien Bect is a scholar working on Computational Theory and Mathematics, Artificial Intelligence and Statistics, Probability and Uncertainty. According to data from OpenAlex, Julien Bect has authored 26 papers receiving a total of 606 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Computational Theory and Mathematics, 10 papers in Artificial Intelligence and 9 papers in Statistics, Probability and Uncertainty. Recurrent topics in Julien Bect's work include Advanced Multi-Objective Optimization Algorithms (12 papers), Probabilistic and Robust Engineering Design (9 papers) and Optimal Experimental Design Methods (7 papers). Julien Bect is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (12 papers), Probabilistic and Robust Engineering Design (9 papers) and Optimal Experimental Design Methods (7 papers). Julien Bect collaborates with scholars based in France, Switzerland and Germany. Julien Bect's co-authors include Emmanuel Vázquez, David Ginsbourger, Victor Picheny, Ling Li, Clément Chevalier, François Bachoc, Nicolas Fischer, G. Fleury, Gauthier Delille and Mathieu Couplet and has published in prestigious journals such as Technometrics, IEEE Transactions on Signal Processing and SIAM Journal on Scientific Computing.

In The Last Decade

Julien Bect

23 papers receiving 588 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Julien Bect France 10 370 292 225 190 58 26 606
Emmanuel Vázquez France 11 530 1.4× 366 1.3× 307 1.4× 279 1.5× 84 1.4× 24 848
D. Huang United States 3 517 1.4× 257 0.9× 307 1.4× 216 1.1× 52 0.9× 3 734
Ying Hung United States 13 447 1.2× 272 0.9× 316 1.4× 156 0.8× 46 0.8× 37 818
Shan Ba United States 9 261 0.7× 168 0.6× 200 0.9× 108 0.6× 41 0.7× 15 524
Sean P. Kenny United States 12 195 0.5× 417 1.4× 91 0.4× 39 0.2× 153 2.6× 50 560
Jun Zhan China 10 87 0.2× 49 0.2× 176 0.8× 176 0.9× 128 2.2× 21 489
Matthias C. M. Troffaes United Kingdom 16 94 0.3× 121 0.4× 201 0.9× 257 1.4× 173 3.0× 53 734
Yongdao Zhou China 15 377 1.0× 168 0.6× 447 2.0× 72 0.4× 24 0.4× 52 688
Bas van Stein Netherlands 14 161 0.4× 49 0.2× 53 0.2× 217 1.1× 33 0.6× 57 491

Countries citing papers authored by Julien Bect

Since Specialization
Citations

This map shows the geographic impact of Julien Bect'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 Julien Bect with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Julien Bect more than expected).

Fields of papers citing papers by Julien Bect

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Julien Bect. 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 Julien Bect. The network helps show where Julien Bect may publish in the future.

Co-authorship network of co-authors of Julien Bect

This figure shows the co-authorship network connecting the top 25 collaborators of Julien Bect. A scholar is included among the top collaborators of Julien Bect based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Julien Bect. Julien Bect is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Bect, Julien, et al.. (2024). Rational Kernel-Based Interpolation for Complex-Valued Frequency Response Functions. SIAM Journal on Scientific Computing. 46(6). A3727–A3755. 2 indexed citations
2.
Guillier, Laurent, et al.. (2024). Multipathogen quantitative risk assessment in raw milk soft cheese. Microbial Risk Analysis. 27-28. 100318–100318. 4 indexed citations
3.
Guillier, Laurent, et al.. (2024). Quantitative risk assessment of Haemolytic and Uremic Syndrome (HUS) from consumption of raw milk soft cheese. SPIRE - Sciences Po Institutional REpository. 5. 1 indexed citations
4.
Bect, Julien, et al.. (2024). Bayesian Sequential Design of Computer Experiments for Quantile Set Inversion. Technometrics. 67(1). 112–121.
5.
Bect, Julien, et al.. (2023). Parameter Selection in Gaussian Process Interpolation: An Empirical Study of Selection Criteria. SIAM/ASA Journal on Uncertainty Quantification. 11(4). 1308–1328. 5 indexed citations
6.
Bect, Julien, et al.. (2021). A BAYESIAN APPROACH FOR THE OPTIMAL INTEGRATION OF RENEWABLE ENERGY SOURCES IN DISTRIBUTION NETWORKS OVER MULTI-YEAR HORIZONS. IET conference proceedings.. 2021(6). 2437–2441. 1 indexed citations
7.
Bect, Julien, et al.. (2017). A novel non-intrusive method using design of experiments and smooth approximation to speed up multi-period load-flows in distribution network planning. Electric Power Systems Research. 154. 444–451. 5 indexed citations
8.
Ginsbourger, David, et al.. (2017). Adaptive Design of Experiments for Conservative Estimation of Excursion Sets. HAL (Le Centre pour la Communication Scientifique Directe). 16 indexed citations
9.
Bect, Julien, et al.. (2017). Assessing fire safety using complex numerical models with a Bayesian multi-fidelity approach. Fire Safety Journal. 91. 1016–1025. 6 indexed citations
10.
Ginsbourger, David, et al.. (2016). Adaptive Design of Experiments for Conservative Estimation of Excursion Sets. HAL (Le Centre pour la Communication Scientifique Directe). 2 indexed citations
11.
Bect, Julien, et al.. (2015). Line of Sight controller tuning using Bayesian optimization of a high-level optronic criterion. IFAC-PapersOnLine. 48(25). 56–61. 2 indexed citations
12.
Bect, Julien, et al.. (2014). Generalized fokker-planck equation for piecewise-diffusion processes with boundary hitting resets. HAL (Le Centre pour la Communication Scientifique Directe).
13.
Bect, Julien, et al.. (2014). Relabeling and Summarizing Posterior Distributions in Signal Decomposition Problems When the Number of Components is Unknown. IEEE Transactions on Signal Processing. 62(16). 4091–4104. 1 indexed citations
14.
Chevalier, Clément, et al.. (2013). Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set. Technometrics. 56(4). 455–465. 75 indexed citations
15.
Bect, Julien, et al.. (2010). Évaluation d'un risque d'inondation fluviale par planification séquentielle d'expériences. HAL (Le Centre pour la Communication Scientifique Directe). 5 indexed citations
16.
Vázquez, Emmanuel & Julien Bect. (2010). Convergence properties of the expected improvement algorithm with fixed mean and covariance functions. Journal of Statistical Planning and Inference. 140(11). 3088–3095. 107 indexed citations
17.
Vázquez, Emmanuel & Julien Bect. (2009). A sequential Bayesian algorithm to estimate a probability of failure. IFAC Proceedings Volumes. 42(10). 546–550. 23 indexed citations
18.
Bect, Julien. (2009). A unifying formulation of the Fokker–Planck–Kolmogorov equation for general stochastic hybrid systems. Nonlinear Analysis Hybrid Systems. 4(2). 357–370. 17 indexed citations
19.
Bayem, Herman, Yannick Phulpin, Philippe Dessante, & Julien Bect. (2008). Probabilistic computation of wind farm power generation based on wind turbine dynamic modeling. HAL (Le Centre pour la Communication Scientifique Directe).
20.
Vázquez, Emmanuel & Julien Bect. (2007). On the convergence of the expected improvement algorithm. arXiv (Cornell University). 9 indexed citations

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.

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