OpenTURNS, an Open Source initiative to Treat Uncertainties, Risks'N Statistics in a structured industrial approach
Résumé
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.
Domaines
Statistiques [math.ST]
Origine : Fichiers produits par l'(les) auteur(s)
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