OpenTURNS is at SIAM UQ 2020
At the upcoming SIAM UQ conference 2020 https://siam-uq20.ma.tum.de, held at Garching/Munich, Germany, March 24-27 2020, we are organising a minisymposium : The OpenTURNS software for Uncertainty Quantification.
OpenTURNS is an open source library for uncertainty propagation by probabilistic methods. Developed by a partnership of five industrial companies (EDF, Airbus, Phimeca, IMACS and ONERA), it benefits from a strong practical feedback. Classical algorithms of UQ are available: central dispersion, probability of exceedance, sensitivity analysis, metamodels and stochastic processes. Developed in C++, OpenTURNS is also available as a Python module and has gained maturity thanks to more than 10 years of development. The goal of this minisymposium is to gather the OpenTURNS community and get an overview of the trends within the software, the associated research topics and its industrial uses.
The goal of this minisymposium is to gather the OpenTURNS community and get an overview of the trends within the software, the associated research topics and its industrial uses.
Four talks will be presented:
- Overview of OpenTURNS, its new features and its graphical user interface. Michaël Baudin, Thibault Delage, Anne Dutfoy, Anthony Geay, Ovidiu Mircescu, Aurélie Ladier, Julien Schueller and Antoine Dumas. Institution : EDF and Phiméca Engineering. France
- Uncertainties in Civil Engineering: a FE-model calibration process for Cultural Heritage applications. Vladimir Cerisano Kovačević, Michele Betti. Kobe Innovation Engineering and University of Florence. Italy
- Using OpenTURNS for surrogate modeling in the context of uncertainty reduction and data assimilation for 1D and 2D hydrodynamics. S. Ricci, M. De Lozzo, S. El Garroussi, N. Goutal, D. Lucor, I. Mirouze. CERFACS, IRT, EDF, LIMSI. France
- Generating random waveforms for stochastic tsunami computations using OpenTURNS. Luca Arpaia, Jeremy Rohmer, Anne Lemoine and Rodrigo Pedreros. BRGM. France
Organizers : Michaël Baudin and Thibault Delage, EDF R&D, 6, quai Watier, 78401, Chatou Cedex - France, michael.baudin@edf.fr, thibault.delage@edf.fr