4-5 Sep 2025 Fontainebleau (France)

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Tribute to Hans Wackernagel

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Program

Thu. 04 Fri. 05 List

Friday, September 5, 2025

08:00

09:00

10:00

11:00

12:00

13:00

14:00

15:00

›8:30 (30min)

Welcome coffee

8:30 - 9:00 (30min)

Welcome coffee

›9:00 (40min)

Plenary Talk

9:00 - 9:40 (40min)

Plenary Talk

› Distilling Machine Learning's Added Value: Pareto Fronts in Atmospheric Applications - Tom Beucler, University of Lausanne 09:00-09:40 (40min)

›9:40 (1h)

Deep learning

9:40 - 10:40 (1h)

Deep learning

› Deep kernel learning for geostatistics - Thomas Romary, Mines Paris - PSL (École nationale supérieure des mines de Paris) 09:40-10:00 (20min)

› Score-based Generative Models for Heavy-tail and Rainfall Generation - Fassina Tiziano, Ecole des Mines - PSL - Fontainebleau 10:00-10:20 (20min)

› Simulations of spatial random field with deep generative adversarial networks - Charlie GARAYT, Mines Paris - PSL (École nationale supérieure des mines de Paris) 10:20-10:40 (20min)

›10:40 (20min)

Coffee break

10:40 - 11:00 (20min)

Coffee break

›11:00 (40min)

Plenary Talk

11:00 - 11:40 (40min)

Plenary Talk

› Non-parametric intensity estimation of spatial point processes by random forests - Christophe Biscio, Department of Mathematical Sciences [Aalborg] 11:00-11:40 (40min)

›11:40 (40min)

Spatio-temporal

11:40 - 12:20 (40min)

Spatio-temporal

› Spatio-temporal generation of precipitations using a spatially correlated Bernoulli and hidden Markov model - Caroline Cognot, EDF Labs, Mathématiques et Informatique Appliquées 11:40-12:00 (20min)

› The modelling of counts of continuously moving individuals: a space-time geostatistical mindset for movement ecology - Ricardo Carrizo Vergara, Swiss Ornithological Institute 12:00-12:20 (20min)

›12:20 (1h40)

Lunch

12:20 - 14:00 (1h40)

Lunch

›14:00 (40min)

Plenary Talk

14:00 - 14:40 (40min)

Plenary Talk

› Rare event simulations, emulators, and machine learning for predicting extreme heat waves and extremes of renewable electricity production - Freddy Bouchet, Laboratoire de Météorologie Dynamique (UMR 8539) 14:00-14:40 (40min)

›14:40 (1h)

Climate and extremes

14:40 - 15:40 (1h)

Climate and extremes

› Local area coefficients for spatial excursion sets, and how to use them for estimating nonstationary covariance models - Thomas Opitz, BioSP-INRAE 14:40-15:00 (20min)

› Graphical models for extreme events : understanding joint extremes of precipitation and river flow through graphical models - Rita Maatouk, École Nationale Supérieure des Mines de Paris [Fontainebleau] 15:00-15:20 (20min)

› Projecting frequencies of extreme rainfall compound events under climate change using bivariate extreme value modeling and bivariate bias corrections - Grégoire Jacquemin, Mines Paris - PSL (École nationale supérieure des mines de Paris) 15:20-15:40 (20min)

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