Open. TURNS: An Industrial Software for Uncertainty Quantification in Simulation. The needs to assess robust performances for complex systems and to answer tighter regulatory processes (security, safety, environmental control, health impacts, etc.) have led to the emergence of a new industrial simulation challenge: to take uncertainties into account when dealing with complex numerical simulation frameworks. Therefore, a generic methodology has emerged from the joint effort of several industrial companies and academic institutions. EDF R& D, Airbus Group, and Phimeca Engineering started a collaboration at the beginning of 2. IMACS in 2. 01. 4, for the development of an open- source software platform dedicated to uncertainty propagation by probabilistic methods, named Open. TURNS for open- source treatment of uncertainty, Risk ’N Statistics. Open. TURNS addresses the specific industrial challenges attached to uncertainties, which are transparency.
This paper focuses on Open. TURNS and presents its main features: Open. TURNS is an open- source. LGPL license that presents itself as a C++ library. Python TUI and which works under Linux and Windows environment.
Programming in R The R language Data structures Debugging Object Oriented Programming: S3 Classes Object Oriented Programming: S3 Classes Data storage, Data import.
All the methodological tools are described in the different sections of this paper: uncertainty quantification, uncertainty propagation, sensitivity analysis, and metamodeling. A section also explains the generic wrappers’ way to link Open. TURNS to any external code. The paper illustrates as much as possible the methodological tools on an educational example that simulates the height of a river and compares it to the height of a dike that protects industrial facilities.
· OmicCircos is an R software package used to generate high-quality circular plots for visualizing genomic variations, including mutation patterns, copy. R Programming i About the Tutorial R is a programming language and software environment for statistical analysis, graphics representation and reporting. As no software was fully answering the challenges mentioned above, EDF R&D, Airbus Group, and Phimeca Engineering started a collaboration at the beginning of 2005.
At last, it gives an overview of the main developments planned for the next few years. Keywords. Open. TURNSUncertainty. Quantification. Propagation. Estimation. Sensitivity. Simulation. Probability. Statistics. Random vectors.
Multivariate distribution. Open source. Python module. C++ library. Transparency.
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