08:00
09:00
10:00
11:00
12:00
13:00
14:00
15:00
8:45 - 9:45 (1h)
SAMO: oral presentation
IMAG room 1
› Sensitivity Analysis with Optimal Transport: Wasserstein Shapley and the Wasserstein Gap
- Emanuele Borgonovo, Bocconi University [Milan, Italy]
08:45-09:05 (20min)
› Fast pick-freeze estimation of sensitivity maps using basis decomposition
- Yuri SAO, Institut de Mathématiques de Toulouse, Universidade Estadual Paulista Júlio de Mesquita Filho = São Paulo State University
09:05-09:25 (20min)
› Recent advances in the understanding and implementation of the HSIC-ANOVA decomposition
- Gabriel Sarazin, CEA, DES, ISAS, DM2S, SGLS
09:25-09:45 (20min)
8:45 - 9:45 (1h)
SAMO: oral presentation
IMAG room 2
› Robust Bayesian Analysis with information geometry and Perturbed-Law based sensitivity Indices
- Donatien Rossat, Électricité de France (EDF R&D)
08:45-09:05 (20min)
› Third Moment Method for Sensitivity Estimation of Failure Probability with respect to Distribution Parameter
- Xuan-Yi Zhang, Beijing University of Technology
09:05-09:25 (20min)
› Robustness analysis of gaussian process metamodels using Fisher density perturbations
- Roman Sueur, EDF R&D
09:25-09:45 (20min)
9:45 - 10:10 (25min)
Coffee break
IMAG
10:10 - 11:10 (1h)
SAMO: oral presentation
IMAG room 1
› A multifidelity approach to dimension reduction of stochastic dynamical systems based on invariant statistics
- Joanna Zou
10:10-10:30 (20min)
› Derivative-based Global Sensitivity Analysis for Energy System Optimization Models via Implicit Differentiation
- Patricia Mayer, Energy and Process Systems Engineering [ETH Zürich], Stanford Sustainable Systems Lab [Stanford]
10:30-10:50 (20min)
› Derivative-based upper bound for entropic total effect sensitivity with high dimensional and dependent inputs
- Jiannan Yang, University of York
10:50-11:10 (20min)
10:10 - 11:10 (1h)
SAMO: oral presentation
IMAG room 2
› Enhanced Metamodeling and Sensitivity Analysis for Complex Models Using Tree-PCE. Applications to Hydro-Morphodynamics Modeling.
- Faten Ben Said, Laboratoire National d'Hydraulique et Environnement, Centre d'Enseignement et de Recherche en Mathématiques et Calcul Scientifique
10:10-10:30 (20min)
› Epistemic uncertainty management in risk assessment: connections between robustness and sensitivity analysis tools
- Vincent Chabridon, EDF R&D
10:30-10:50 (20min)
› Global sensitivity analysis unveils the hidden universe of uncertainty in multiverse studies
- Andrea Saltelli, Barcelona School of Management, Pompeo Fabra University, Centre for the Study of Science and Humanities, University of Bergen
10:50-11:10 (20min)
11:20 - 12:20 (1h)
SAMO: oral presentation
IMAG room 1
› Global activity scores
- Giray Okten, Florida State University
11:20-11:40 (20min)
› Variance-based selection of variables to improve prediction capability of innovative sensors in uncontrolled environment
- Marine Dumon, Université Gustave Eiffel
11:40-12:00 (20min)
› Towards Methodological Refinement of Power System Protection Testing via Statistical Design of Experiments
- Mirko Ginocchi, Institute for Automation of Complex Power Systems - RWTH Aachen University
12:00-12:20 (20min)
11:20 - 12:20 (1h)
SAMO: oral presentation
IMAG room 2
› Decision sensitivity for engineering applications with epistemic uncertainty
- Daniel Straub, Engineering Risk Analysis Group, Technical University of Munich
11:20-11:40 (20min)
› Forward Sweep Interval Sensitivity in Neural Network Functional Approximation
- Dawid Ochnio, University of Strathclyde
11:40-12:00 (20min)
› Global Sensitivity Analysis based on Multi-resolution Polynomial Chaos Expansion: Method and Example Application to Coupled Flow Problems
- Kröker Ilja, University of Stuttgart
12:00-12:20 (20min)
12:20 - 13:45 (1h25)
Lunch
IMAG
›13:45 (15min)
13:45 - 14:00 (15min)
(go to MaCI)
Go to MaCI building
›14:00 (50min)
14:00 - 14:50 (50min)
Keynote 5 (MaCI)
"Expertise, Uncertainty, and Modelling ", Tim Bedford (University of Strathclyde, Glasgow)
14:50 - 15:30 (40min)
Concluding words and coffee
MaCI
