OpenTURNS, an Open Source initiative to Treat Uncertainties, Risks'N Statistics in a structured industrial approach - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Conference Papers Year : 2009

OpenTURNS, an Open Source initiative to Treat Uncertainties, Risks'N Statistics in a structured industrial approach

Anne Dutfoy
  • Function : Author
EDF
Ivan Dutka-Malen
  • Function : Author
EDF
Alberto Pasanisi
  • Function : Author
EDF
Régis Lebrun
  • Function : Author
Fabien Mangeant
  • Function : Author
Maurice Pendola
  • Function : Author
Thierry Yalamas
  • Function : Author

Abstract

The need to assess robust performance for complex systems have led to a considerable rise of industrial interest in the simulation challenges to treat and propagate uncertainty through complex physical and numerical simulation frameworks. The industrial stakes require that both the methodology and the numerical methods for uncertainty treatment have to be openly validated and enriched both by the academic world and the certification authorities. A general methodology has emerged from the joint effort of both industrial companies and academic institutions, and a list of well-established numerical methods have been selected to support this methodology. EDF R&D, EADS Innovation Works and PhiMECA have developed an Open Source software platform dedicated to uncertainty treatment by probabilistic methods, named OpenTURNS for Open source Treatment of Uncertainty, Risk ‘N Statistics.
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Dates and versions

inria-00386719 , version 1 (22-05-2009)

Identifiers

  • HAL Id : inria-00386719 , version 1

Cite

Anne Dutfoy, Ivan Dutka-Malen, Alberto Pasanisi, Régis Lebrun, Fabien Mangeant, et al.. OpenTURNS, an Open Source initiative to Treat Uncertainties, Risks'N Statistics in a structured industrial approach. 41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France. ⟨inria-00386719⟩
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