The RSUQ Chair participates in the SIAM UQ conference
The SIAM Uncertainty conference was organized in Trieste (Italy) from February 27 to March 1st, 2024.
Five members of the Chair of Risk, Safety and Uncertainty Quantification attended the SIAM Uncertainty Quantification conference end of February.
The mini-symposium on “Surrogate modelling and data-driven approaches for uncertainty quantification” organized by B. Sudret together with Jean-Marc Bourinet (University of Clermont-Ferrand), Michael Shields (Johns Hopkins University) and Alex Taflanidis (University of Notre Dame) was very well attended. Many new advances were presented on e.g. physics-informed polynomial chaos expansions, optimal fitting of Gaussian processes, stochastic emulators and much more.
The mini-symposium on “Software for UQ” organized by S. Marelli together with D. Pflüger (University of Stuttgart) allowed participants to discuss the latest developments in the most established UQ platforms worldwide.
Our group also presented our recent work on:
• Extending multi-fidelity modelling to stochastic simulators (Katerina Giannoukou)
• Introducing efficient structural reliability methods for stochastic simulators (Anderson Pires)
• A unified benchmarking platform for UQ algorithms in UQLab (Adéla Hlobilová)
• UQ[py]Lab 1.0 – from Matlab to Python, through the cloud
• Adaptive designs for multi-output polynomial chaos expansions and sensitivity analysis (Bruno Sudret)