SOFTWARE AND PATENT
OpenTURNS :
An Open source initiative for the Treatment of Uncertainties, Risks'N Statistics
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M. Baudin, A. Dutfoy, B. Iooss and A-L. Popelin. Open TURNS: An industrial software for uncertainty quantification in simulation. In: Handbook of uncertainty quantification, R. Ghanem, D. Higdon and H. Owhadi (Eds), Springer, 2017. HAL version - Springer link
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Persalys - GUI of OpenTURNS
Melissa :
Modular External Library for In Situ Sensitivity Analysis
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Melissa - Member of the development team (INRIA, EDF)
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A. Ribes, T. Terraz, Y. Fournier, B. Iooss and B. Raffin, Unlocking large scale uncertainty quantification with in transit iterative statistics, In: In situ visualization for computational science, H. Childs, J. Bennet and C. Garth (Eds), Springer, 2022
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A. Ribes, T. Terraz, B. Iooss, Y. Fournier and B. Raffin, Large scale in transit computation of quantiles for ensemble runs, Unpublished technical report, 2019 - HAL version
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T. Terraz, A. Ribes, Y. Fournier, B. Iooss and B. Raffin. Large scale in transit global sensitivity analysis avoiding intermediate files, SC17 (The International Conference for High Performance Computing, Networking, Storage and Analysis), November 2017 - Abstract - HAL version
Packages and modules in statistics
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R - My packages
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R sensitivity package: Sensitivity analysis of model outputs - Authors: B. Iooss, S. Da Veiga, A. Janon and G. Pujol - Maintainer: B. Iooss - sensitivity GitHub
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R DiceDesign package: Design for computer experiments - Authors: J. Franco, D. Dupuy, O. Roustant, G. Damblin, B. Iooss - Maintainer: C. Helbert
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R mistral package: Methods in Structural Reliability - Authors: C. Walter, G. Defaux, B. Iooss, V. Moutoussamy - Maintainer: B. Iooss - mistral GitHub
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R JointModeling package: Modeling the mean and dispersion of data in terms of covariates - Authors: M. Ribatet, B. Iooss
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R modelcf package: Metamodeling for multidimensional and functional outputs - Author: B. Auder
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Friend of Lagun
Patent
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K. Dorogan, J. Angles and B. Iooss (2015). Procédé de soudage de pièces en acier inoxydable. France : FR / 28.10.2015 / FRA 1560324. Europe : EP 3 162 491 A1 / 03.05.2017 - link