› 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)
› 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)
› 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)
› 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)
› 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)
› 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)
IMAG room 1
Loading...