07:00
08:00
09:00
10:00
11:00
12:00
13:00
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22:00
›7:45 (45min)
7:45 - 8:30 (45min)
Welcome of participants (MaCI)
Welcome of participants
›8:30 (50min)
8:30 - 9:20 (50min)
Keynote 3 (MaCI)
"Lattice rules, kernel methods, DNNs, and how to connect them", Frances Kuo (University of New South Wales, Sydney)
Chairwoman: Clémentine Prieur
https://samo2025.sciencesconf.org/data/program/FrancesKuo.pdf›9:20 (40min)
9:20 - 10:00 (40min)
poster blitz
Chairman: Olivier Zahm
›10:00 (15min)
10:00 - 10:15 (15min)
(go to IMAG)
Go to IMAG building
10:15 - 10:35 (20min)
Coffee break
IMAG
10:35 - 11:35 (1h)
SAMO: oral presentation
IMAG (amphi)
S5A - Tony Jakeman
› Greedy packing algorithms with relaxation
- Luc Pronzato, Laboratoire I3S, CNRS, UCA
10:35-10:55 (20min)
› 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]
10:55-11:15 (20min)
› Sensitivity analysis using multilevel Monte Carlo and surrogate-based control variates
- Matthias De Lozzo, IRT Saint Exupéry - Institut de Recherche Technologique
11:15-11:35 (20min)
10:35 - 11:35 (1h)
SAMO: oral presentation
IMAG (seminar room)
S5B - Thierry Mara
› Democratizing global sensitivity analysis with a no-code web dashboard.
- Pamphile Roy, Consulting Manao GmbH
10:35-10:55 (20min)
› A comparison of variance-based estimations of sensitivity indices for models with dependent variables
- Rossana Rosati, European Commission - Joint Research Centre [Ispra]
10:55-11:15 (20min)
› Novel Sensitivity Analysis Using SHAPLEY for PROMETHEUS Resilience Modelling
- Elias Montanari, JRC Security and Resilience [Ispra]
11:15-11:35 (20min)
11:45 - 12:45 (1h)
SAMO: oral presentation
IMAG (amphi)
S6A - Giray Okten
› General Sensitivity Indices for Hilbert Space-Valued Random Variables
- Lopez Leonid
11:45-12:05 (20min)
› Sensitivity analysis for Bayesian optimization with uncertainties
- Adrien Spagnol, IFP Energies Nouvelles
12:05-12:25 (20min)
› 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
12:25-12:45 (20min)
11:45 - 12:45 (1h)
SAMO: oral presentation
IMAG (seminar room)
S6B - Stefano Tarantola
› A new variance-based sensitivity analysis for models with non-independent variables.
- Matieyendou LAMBONI, University of Guyane and 228-UMR Espace-Dev
11:45-12:05 (20min)
› A new paradigm for global sensitivity analysis
- Gildas Mazo, Mathématiques et Informatique Appliquées du Génome à l'Environnement [Jouy-En-Josas]
12:05-12:25 (20min)
› Hoeffding HDMR, Sobol' HDMR and the Shapley Value
- Thierry Mara, Laboratoire Piment
12:25-12:45 (20min)
12:45 - 14:15 (1h30)
Lunch (+ poster installation)
IMAG
14:15 - 15:15 (1h)
SAMO: oral presentation
IMAG (amphi)
S7A - Céline Helbert
› Enabling Time Series Sensitivity Analysis with Iterative Variance Orthogonal Decomposition
- Mouad Yachouti, Centre de Mathématiques Appliquées de l'Ecole polytechnique
14:15-14:35 (20min)
› Surrogate GSA with categorical and continuous inputs.
- Robert Milton, University of Sheffield [Sheffield]
14:35-14:55 (20min)
› Application of HSIC-Lasso for high-dimensional feature selection in shapelet-based decomposition
- Julien PELAMATTI, EDF Labs
14:55-15:15 (20min)
14:15 - 15:15 (1h)
SAMO: oral presentation
IMAG (seminar room)
S7B - Luc Pronzato
› Bayesian Adaptive Spline Surfaces: An Emulator Made For Sensitivity Analysis
- Devin Francom, Los Alamos National Laboratory
14:15-14:35 (20min)
› Variance-based importance measures for high-dimensional linear model via Johnson indices: Insights and comparisons
- Laura Clouvel, EDF R&D
14:35-14:55 (20min)
› New results on Generalized Hoeffding decomposition of numerical models
- Nicolas Bousquet, SINCLAIR AI Lab
14:55-15:15 (20min)
15:15 - 16:45 (1h30)
Poster session
IMAG
16:45 - 17:10 (25min)
Coffee break
IMAG
›17:10 (15min)
17:10 - 17:25 (15min)
(go to MaCI)
Go to MaCI building
›17:25 (50min)
17:25 - 18:15 (50min)
Keynote 4 (MaCI)
"Smoke and mirrors in water modelling", Arnald Puy (University of Birmingham)
Chairman: Andrea Saltelli
›18:45 (15min)
18:45 - 19:00 (15min)
Bus to Gala (IMAG)
Bus to Gala
›19:00 (3h30)
19:00 - 22:30 (3h30)
Gala dinner
›22:30 (15min)
22:30 - 22:45 (15min)
Bus to Grenoble
Bus to Grenoble
