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SOFTWARE AND PATENT

OpenTURNS
OpenTURNS :
An Open source initiative for the Treatment of Uncertainties, Risks'N Statistics

  • OpenTURNS - Member of the Consortium (Airbus Group, EDF, IMACS, Phimeca, ONERA) - Github

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Melissa
Melissa :
Modular External Library for In Situ Sensitivity Analysis

  • 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T. Terraz, B. Iooss, Y. Fournier and B. Raffin, Large scale in transit computation of quantiles for ensemble runs, Unpublished technical report, 2019 - HAL version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
Packages in R

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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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Patent
Patent

  • 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

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