Preliminary schedule
| Time |
Event |
(+)
|
|
07:45 - 08:30
|
Welcome of participants - Welcome of participants |
|
|
08:30 - 08:45
|
Opening (MaCI) |
|
|
08:45 - 09:35
|
Keynote (MaCI) - "Epidemics on Graphs under Uncertainty" Jessica Hoffmann (Google) |
|
|
09:35 - 10:35
|
RT-UQ PhD students day (MaCI) |
(+)
|
|
09:35 - 10:05 |
› A distributional perturbation method based on the Fisher-Rao distance for robustness analysis in uncertainty quantification - Baalu Belay Ketema, Institut de Mathématiques de Toulouse UMR5219 |
|
|
10:05 - 10:35 |
› Addressing the Rashomon Effect through ranking aggregation - Claudia Sessa, LIUC University |
|
|
10:35 - 11:00
|
Coffee break (MaCI) |
|
|
11:00 - 12:30
|
RT-UQ PhD students day (MaCI) |
(+)
|
|
11:00 - 11:30 |
› Surrogate to Poincaré inequalities on manifolds for dimension reduction in nonlinear feature spaces - Alexandre Pasco, Laboratoire de Mathématiques Jean Leray |
|
|
11:30 - 12:00 |
› Mollifiers to enhance gradient-based dimension reduction - Romain Verdière, Université Grenoble Alpes |
|
|
12:00 - 12:30 |
› Variance-Informed Subspace: a Gradient-free Dimension Reduction for Adaptive Bayesian Inference - Nadege Polette, CEA DAM DIF, Mines Paris - PSL (École nationale supérieure des mines de Paris) |
|
|
12:30 - 12:45
|
(go to IMAG) - Go to IMAG building |
|
|
12:45 - 13:45
|
Lunch (+ poster installation) (IMAG) |
|
|
13:45 - 14:00
|
(go to MaCI) - Go to MaCI building |
|
|
14:00 - 15:30
|
RT-UQ PhD students day (MaCI) |
(+)
|
|
14:00 - 14:30 |
› Sequential transport for density estimation and its applications - Benjamin Zanger, Université Grenoble Alpes |
|
|
14:30 - 15:00 |
› Learning signals defined on graphs with optimal transport and Gaussian process regression - Raphaël Carpintero Perez, Safran Tech, Centre de Mathématiques Appliquées - Ecole Polytechnique |
|
|
15:00 - 15:30 |
› Importance Sampling in high dimension - Jason Beh, Institut Supérieur de lÁéronautique et de lÉspace, ONERA, Université de Toulouse [Toulouse] |
|
|
15:30 - 16:15
|
Poster blitz (MaCI) |
|
|
16:15 - 16:30
|
(go to IMAG) - Go to IMAG building |
|
|
16:30 - 17:00
|
Coffee break (IMAG) |
|
|
17:00 - 18:30
|
Poster session (IMAG) |
|
Wednesday, April 23, 2025
| Time |
Event |
(+)
|
|
08:45 - 09:00
|
Opening (MaCI) |
|
|
09:00 - 09:50
|
Keynote 1 (MaCI) - "Derivative Based Global Sensitivity Measures: Past, Present and Future", Sergei Kucherenko (Imperial College London) |
|
|
09:50 - 10:05
|
(go to IMAG) - Go to IMAG building |
|
|
10:05 - 10:30
|
Coffee break (IMAG) |
|
|
10:30 - 11:30
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
10:30 - 10:50 |
› Global sensitivity analysis for time-variant reliability - Iason Papaioannou, Engineering Risk Analysis Group, Technical University of Munich, Arcisstr. 21, 80290 Munich |
|
|
10:50 - 11:10 |
› Optimized clustering of model input samples based on sensitivity indices - Sébastien Roux, INRAE, UMR MISTEA |
|
|
11:10 - 11:30 |
› Kernel-based parameter screening for conditional Bayesian calibration - Oumar Baldé, CEA - Cadarache center - DES/IRESNE/DER/SESI/LEMS |
|
|
10:30 - 11:30
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
10:30 - 10:50 |
› Surrogate-Based Sensitivity Analysis in Hydrological Modelling: A Comparative Evaluation with Direct Methods - SUN XIFU, Nanjing Normal University |
|
|
10:50 - 11:10 |
› Ensemble weather forecasting? Sensitivity analysis would help. - Ivana Aleksovska, ECMWF |
|
|
11:10 - 11:30 |
› Global Sensitivity Analysis of Gamma-Ray Spectra in Uranium Logging - Arthur Pellet-Rostaing, CEA/DES/IRESNE/DTN/SMTA/LMN |
|
|
11:40 - 12:40
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
11:40 - 12:00 |
› Reliability sensitivity analysis with failure samples obtained by Markov chain Monte Carlo simulation - Sinan Xiao, South China University of Technology - Wolfgang Nowak, University of Stuttgart |
|
|
12:00 - 12:20 |
› Quantile oriented Shapley effect via projected random forest - Wang Ri, Université Claude Bernard Lyon 1 |
|
|
12:20 - 12:40 |
› Reliability-oriented sensitivity analysis with multiple importance sampling - Jonathan Mboko, Fédération ENAC ISAE-SUPAERO ONERA |
|
|
11:40 - 12:40
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
11:40 - 12:00 |
› Novel Sensitivity Analysis Using SHAPLEY for PROMETHEUS Resilience Modelling - Elias Montanari, JRC Security and Resilience [Ispra] |
|
|
12:00 - 12:20 |
› A Machine Learning Approach to compute Sobol' sensitivity indices with Given Data – ADAM model study - Ivano Azzini, Piksel SRL |
|
|
12:20 - 12:40 |
› On the use of sensitivity analysis for a game-theoretic approach of environmental management problem - Christophe Dutang, LJK, Grenoble INP - UGA |
|
|
12:40 - 14:15
|
Lunch (IMAG) |
|
|
14:15 - 14:30
|
(go to MaCI) - Go to MaCI building |
|
|
14:30 - 15:20
|
Keynote 2 (MaCI) - "Global Sensitivity Analysis: who, when and why", Francesca Pianosi (University of Bristol)
|
|
|
15:20 - 15:35
|
(go to IMAG) - Go to IMAG building |
|
|
15:35 - 16:00
|
Coffee break (IMAG) |
|
|
16:00 - 17:00
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
16:00 - 16:20 |
› Barycentre of Models - Silvana Pesenti, UNIVERSITY OF TORONTO |
|
|
16:20 - 16:40 |
› Knockoff'ed Total Indices - Elmar Plischke, Helmholtz-Zentrum Dresden-Rossendorf, Technische Universität Clausthal |
|
|
16:40 - 17:00 |
› Combining Counterfactuals and Sensitivity Analysis: A New Approach to Explaining Black-Box Models - Xuefei Lu, SKEMA Business School |
|
|
16:00 - 17:00
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
16:00 - 16:20 |
› Effect of forcing uncertainty in the sensitivity and calibration of a pesticide transfer model - Katarina Radišić, RiverLy, Mathematics and computing applied to oceanic and atmospheric flows |
|
|
16:20 - 16:40 |
› Sensitivity analysis of multi-scale energy power system models - Stefano Tarantola, Joint Research Centre - Directorate for Energy, Mobility and Climate |
|
|
16:40 - 17:00 |
› Sensitivity Analysis in Systems Biology Research: New Perspectives and Considerations - Harry Saxton, Department of Computer Science [Sheffield] |
|
|
17:10 - 18:10
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
17:10 - 17:30 |
› Co-active subspace methods for adjacent computer models - Kellin Rumsey, Los Alamos National Laboratory |
|
|
17:30 - 17:50 |
› On one dimensional weighted Poincaré inequalities for Global Sensitivity Analysis - David Heredia, Institut de Mathématiques de Toulouse, Institut National des Sciences Appliquées - Toulouse |
|
|
17:50 - 18:10 |
› Gradient-enhanced surrogate modelling and sensitivity analysis with chaos expansions - Nora Lüthen, Chair of Risk, Safety and Uncertainty Quantification [ETH Zurich] |
|
|
17:10 - 18:10
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
17:10 - 17:30 |
› Multi-output excursion set estimation applied to the calibration of a wind turbine numerical model - Clément DUHAMEL, Univ. Grenoble Alpes |
|
|
17:30 - 17:50 |
› Reduced-space Bayesian optimization of process flowsheets - Niki Triantafyllou, Sargent Centre for Process Systems Engineering, Imperial College London, Department of Chemical Engineering, Imperial College London |
|
|
17:50 - 18:10 |
› Sample Average Approximation for Portfolio Optimization under CVaR constraint in an (re)insurance context - William Thevenot, Institut Camille Jordan |
|
|
19:00 - 20:30
|
Cocktail at Fergus |
|
| Time |
Event |
(+)
|
|
08:30 - 09:20
|
Keynote 3 (MaCI) - "Lattice rules, kernel methods, DNNs, and how to connect them", Frances Kuo (University of New South Wales, Sydney) |
|
|
09:20 - 10:00
|
poster blitz |
|
|
10:00 - 10:15
|
(go to IMAG) - Go to IMAG building |
|
|
10:15 - 10:35
|
Coffee break (IMAG) |
|
|
10:35 - 11:35
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
10:35 - 10:55 |
› Greedy packing algorithms with relaxation - Luc Pronzato, Laboratoire I3S, CNRS, UCA |
|
|
10:55 - 11:15 |
› Efficient estimation of Sobol' indices of any order from a single in- put/output sample - Sébastien Da Veiga, Ecole Nationale de la Statistique et de lÁnalyse de lÍnformation [Bruz] |
|
|
11:15 - 11:35 |
› Sensitivity analysis using multilevel Monte Carlo and surrogate-based control variates - Matthias De Lozzo, IRT Saint Exupéry - Institut de Recherche Technologique |
|
|
10:35 - 11:35
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
10:35 - 10:55 |
› Global sensitivity analysis for imputation of missing data as an instance of the modelling of the modelling process - Samuele Lo Piano, Institute for Environmental Sciences and Technology, Universitat Autònoma de Barcelona, University of Reading |
|
|
10:55 - 11:15 |
› Democratizing global sensitivity analysis with a no-code web dashboard. - Pamphile Roy, Consulting Manao GmbH |
|
|
11:15 - 11:35 |
› A comparison of variance-based estimations of sensitivity indices for models with dependent variables - Rossana Rosati, European Commission - Joint Research Centre [Ispra] |
|
|
11:45 - 12:45
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
11:45 - 12:05 |
› General Sensitivity Indices for Hilbert Space-Valued Random Variables - Lopez Leonid |
|
|
12:05 - 12:25 |
› Sensitivity analysis for Bayesian optimization with uncertainties - Adrien Spagnol, IFP Energies Nouvelles |
|
|
12:25 - 12:45 |
› Bayesian approach for the detection of inactive variables in Gaussian process approximation - Eniko Bartok, Université Paris-Saclay, Laboratoire des signaux et systèmes, IFP Energies nouvelles |
|
|
11:45 - 12:45
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
11:45 - 12:05 |
› A new variance-based sensitivity analysis for models with non-independent variables. - Matieyendou LAMBONI, University of Guyane and 228-UMR Espace-Dev |
|
|
12:05 - 12:25 |
› A new paradigm for global sensitivity analysis - Gildas Mazo, Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas] |
|
|
12:25 - 12:45 |
› Hoeffding HDMR, Sobol' HDMR and the Shapley Value - Thierry Mara, Laboratoire Piment |
|
|
12:45 - 14:15
|
Lunch (+ poster installation) (IMAG) |
|
|
14:15 - 15:15
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
14:15 - 14:35 |
› Enabling Time Series Sensitivity Analysis with Iterative Variance Orthogonal Decomposition - Mouad Yachouti, Centre de Mathématiques Appliquées de l'Ecole polytechnique |
|
|
14:35 - 14:55 |
› Surrogate GSA with categorical and continuous inputs. - Robert Milton, University of Sheffield [Sheffield] |
|
|
14:55 - 15:15 |
› Application of HSIC-Lasso for high-dimensional feature selection in shapelet-based decomposition - Julien PELAMATTI, EDF Labs |
|
|
14:15 - 15:15
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
14:15 - 14:35 |
› Bayesian Adaptive Spline Surfaces: An Emulator Made For Sensitivity Analysis - Devin Francom, Los Alamos National Laboratory |
|
|
14:35 - 14:55 |
› Variance-based importance measures for high-dimensional linear model via Johnson indices: Insights and comparisons - Laura Clouvel, EDF R&D |
|
|
14:55 - 15:15 |
› New results on Generalized Hoeffding decomposition of numerical models - Nicolas Bousquet, SINCLAIR AI Lab |
|
|
15:15 - 16:45
|
Poster session (IMAG) |
|
|
16:45 - 17:10
|
Coffee break (IMAG) |
|
|
17:10 - 17:25
|
(go to MaCI) - Go to MaCI building |
|
|
17:25 - 18:15
|
Keynote 4 (MaCI) - "Smoke and mirrors in water modelling", Arnald Puy (University of Birmingham)
|
|
|
19:00 - 22:00
|
Gala dinner |
|
| Time |
Event |
(+)
|
|
08:45 - 09:45
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
08:45 - 09:05 |
› Sensitivity Analysis with Optimal Transport: Wasserstein Shapley and the Wasserstein Gap - Emanuele Borgonovo, Bocconi University [Milan, Italy] |
|
|
09:05 - 09:25 |
› 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 |
|
|
09:25 - 09:45 |
› Recent advances in the understanding and implementation of the HSIC-ANOVA decomposition - Gabriel Sarazin, CEA, DES, ISAS, DM2S, SGLS |
|
|
08:45 - 09:45
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
08:45 - 09:05 |
› Robust Bayesian Analysis with information geometry and Perturbed-Law based sensitivity Indices - Donatien Rossat, Électricité de France (EDF R&D) |
|
|
09:05 - 09:25 |
› Third Moment Method for Sensitivity Estimation of Failure Probability with respect to Distribution Parameter - Xuan-Yi Zhang, Beijing University of Technology |
|
|
09:25 - 09:45 |
› Robustness analysis of gaussian process metamodels using Fisher density perturbations - Roman Sueur, EDF R&D |
|
|
09:45 - 10:10
|
Coffee break (IMAG) |
|
|
10:10 - 11:10
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
10:10 - 10:30 |
› A multifidelity approach to dimension reduction of stochastic dynamical systems based on invariant statistics - Joanna Zou |
|
|
10:30 - 10:50 |
› 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] |
|
|
10:50 - 11:10 |
› Derivative-based upper bound for entropic total effect sensitivity with high dimensional and dependent inputs - Jiannan Yang, University of York |
|
|
10:10 - 11:10
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
10:10 - 10:30 |
› 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 |
|
|
10:30 - 10:50 |
› Epistemic uncertainty management in risk assessment: connections between robustness and sensitivity analysis tools - Vincent Chabridon, EDF R&D |
|
|
10:50 - 11:10 |
› 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 |
|
|
11:20 - 12:20
|
SAMO: oral presentation (IMAG room 1) |
(+)
|
|
11:20 - 11:40 |
› Global activity scores - Giray Okten, Florida State University |
|
|
11:40 - 12:00 |
› Variance-based selection of variables to improve prediction capability of innovative sensors in uncontrolled environment - Marine Dumon, Université Gustave Eiffel |
|
|
12:00 - 12:20 |
› 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 |
|
|
11:20 - 12:20
|
SAMO: oral presentation (IMAG room 2) |
(+)
|
|
11:20 - 11:40 |
› Decision sensitivity for engineering applications with epistemic uncertainty - Daniel Straub, Engineering Risk Analysis Group, Technical University of Munich |
|
|
11:40 - 12:00 |
› Forward Sweep Interval Sensitivity in Neural Network Functional Approximation - Dawid Ochnio, University of Strathclyde |
|
|
12:00 - 12:20 |
› Global Sensitivity Analysis based on Multi-resolution Polynomial Chaos Expansion: Method and Example Application to Coupled Flow Problems - Kröker Ilja, University of Stuttgart |
|
|
12:20 - 13:45
|
Lunch (IMAG) |
|
|
13:45 - 14:00
|
(go to MaCI) - Go to MaCI building |
|
|
14:00 - 14:50
|
Keynote 5 (MaCI) - "Expertise, Uncertainty, and Modelling ", Tim Bedford (University of Strathclyde, Glasgow) |
|
|
14:50 - 15:30
|
Concluding words and coffee (MaCI) |
|
|
