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Monday, May 26, 2025
| Time | Event | (+) |
| 13:30 - 14:00 | Opening of the workshop - On-site registration | |
| 14:00 - 14:15 | Introduction of the workshop (Amphitheater Schlumberger) - Mathieu Vrac | |
| 14:15 - 15:00 | Keynote 1: Uni- and multivariate bias correction methods for hydrological simulations: Trade-offs between complexity and performance (Amphitheater Schlumberger) - Invited speaker : Faranak Tootoonchi Swedish University of Agricultural Sciences - SLU | |
| 15:00 - 15:50 | Climate / Impacts / Intercomparaison (Amphitheater Schlumberger) - Mathieu Vrac | (+) |
| 15:00 - 15:25 | › Bias correction of long-term climate projections over the French overseas territories – Case study of Mayotte - Loïs Pourchet, Météo-France | |
| 15:25 - 15:50 | › BADJAM Assessing the impact on crop modelling of multi- and uni-variate climate model bias adjustments - Stefano Galmarini, Joint Research Center, Ispra, Italy | |
| 15:50 - 16:20 | Coffee break (Le Carreau hall) | |
| 16:20 - 18:00 | Climate / Impacts / Intercomparaison (Amphitheater Schlumberger) - Mathieu Vrac | (+) |
| 16:20 - 16:45 | › Assessing multivariate bias corrections of climate simulations on various impact models under climate change - Denis Allard, INRAE | |
| 16:45 - 17:10 | › How does the choice of bias adjustment strategy affect ensemble projections of high-flows? - Paul C. Astagneau, WSL Institute for Snow and Avalanche Research SLF [Davos], Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, Switzerland, Climate Change, Extremes and Natural Hazards in Alpine Regions Research Center CERC, Davos Dorf, Switzerland | |
| 17:10 - 17:35 | › High-Resolution Downscaled CMIP6 Projections of Key Climate Variables for Senegal: Implications for Future Climate Scenarios - Asse Mbengue, National Agency for Civil Aviation and Meteorology | |
| 17:35 - 18:00 | › Intercomparison of bias-adjustment methods for estimating multivariate heat stress conditions in southern South America - Ana Casanueva, Dept. Matemática Aplicada y Ciencias de la Computación, Universidad de Cantabria, Santander, España - Grupo de Meteorología y Computación, Unidad Asociada al CSIC, Santander, Spain | |
| 18:30 - 21:00 | Ice-breaker cocktail (Le Carreau hall) |
Tuesday, May 27, 2025
| Time | Event | (+) |
| 09:30 - 09:45 | Introduction of the day (Amphitheater Schlumberger) - Mathieu Vrac | |
| 09:45 - 10:30 | Keynote 2 : Boundary Corrected Regional Climate Modelling - Can corrections address the Curse of Dimensionality? (Amphitheater Schlumberger) - Invited speaker : Ashish Sharma, University of New South Wales | |
| 10:30 - 10:55 | Stats / Multivariate / Spatial / Temporal (Amphitheater Schlumberger) - Henning Rust | (+) |
| 10:30 - 10:55 | › Bias correction of hourly data from a kilometric scale regional model - Emilia Sanchez-Gomez, Météo-France | |
| 10:55 - 11:15 | Coffee break (Le Carreau hall) | |
| 11:15 - 12:30 | Stats / Multivariate / Spatial / Temporal (Amphitheater Schlumberger) - Henning Rust | (+) |
| 11:15 - 11:40 | › Seasonal bias-correction of daily precipitation over France using a stitch model designed for robust extremes representation - Philippe EAR, Hydroclimat, Laboratoire Jean Alexandre Dieudonné | |
| 11:40 - 12:05 | › Distribution-based pooling for combination and multi-model bias correction of climate simulations - Mathieu Vrac, Laboratoire des Sciences du Climat et de l'Environnement | |
| 12:05 - 12:30 | › What is Expected for the (non-) Extremes of a Bias Correction ? - Yoann Robin, Extrèmes : Statistiques, Impacts et Régionalisation, LSCE | |
| 12:30 - 13:45 | Lunch (Le Carreau hall) | |
| 13:45 - 14:35 | Stats / Multivariate / Spatial / Temporal (Amphitheater Schlumberger) - Henning Rust | (+) |
| 13:45 - 14:10 | › Ensuring spatial consistency in multivariate bias correction for climate projections with hierarchical vine copulas - Theresa Meier, University of Applied Sciences and Arts Western Switzerland (HES-SO), Geneva, Faculty of Business and Economics (HEC), University of Lausanne, Expertise Center for Climate Extremes (ECCE), Faculty of Business and Economics (HEC) - Faculty of Geosciences and Environment, University of Lausanne | |
| 14:10 - 14:35 | › A Multivariate Graph Cut Framework for Combining Global Climate Models - Lucas Schmutz, Institute of Earth Surface Dynamics (GAIA lab), University of Lausanne | |
| 14:35 - 15:25 | Extremes (Amphitheater Schlumberger) - Denis Allard | (+) |
| 14:35 - 15:00 | › Improving the bias correction of temperature extreme quantiles - Sylvie Parey, Electricité de France | |
| 15:00 - 15:25 | › Influence of bias correction methods on compound events simulations - Grégoire Jacquemin, Mines Paris | |
| 15:25 - 16:25 | Poster Session + Coffee break (Le Carreau hall) | |
| 16:25 - 17:15 | Extremes (Amphitheater Schlumberger) - Denis Allard | (+) |
| 16:25 - 16:50 | › Aggregating the tail distributions in multi-model ensemble outputs for bias correction - Emilia Siviero, Dipartimento di Scienze Ambientali, Informatica e Statistica [Venezia] | |
| 16:50 - 17:15 | › Can bias correction improve the transferability of machine learning approaches from reanalysis to climate models data? –An application for tropical cyclone tracking– - Pradeebane Vaittinada Ayar, Laboratoire des Sciences du Climat et de l'Environnement (LSCE) | |
| 17:15 - 18:00 | Keynote 3 : Bridging the Gap: Correcting Simulation Biases via Generative Distribution Matching (Amphitheater Schlumberger) - Zhong Yi Wan, Google Research | |
| 20:45 - 23:15 | Dinner Cruise on the Seine River |
Wednesday, May 28, 2025
| Time | Event | (+) |
| 09:30 - 09:45 | Introduction of the day (Amphitheater Schlumberger) - Mathieu Vrac | |
| 09:45 - 10:30 | Keynote 4 : Empirical run-time bias corrections in an atmospheric GCM (Amphitheater Schlumberger) - Gerhard Krinner, Institute of Environmental Geosciences - CNRS | |
| 10:30 - 10:55 | Climate Models / Forecasts / Ensemble / Tools (Amphitheater Schlumberger) - Soulivanh Thao | (+) |
| 10:30 - 10:55 | › Multivariate bias correction of ensembles: preserving internal variability of multivariate properties - Bastien Francois, Royal Netherlands Meteorological Institute (KNMI), Research and Development Weather and Climate (RDWK) | |
| 10:55 - 11:15 | Coffee break (Le Carreau hall) | |
| 11:15 - 12:30 | Climate Models / Forecasts / Ensemble / Tools (Amphitheater Schlumberger) - Soulivanh Thao | (+) |
| 11:15 - 11:40 | › Re-calibration of decadal ensemble predictions - Henning Rust, Freie Universität Berlin | |
| 11:40 - 12:05 | › Clim4health: a new R package to harmonize climate datasets for health impact studies - Emily Ball, Barcelona Supercomputing Center (Centro Nacional de Supercomputacion) | |
| 12:05 - 12:30 | › Leveraging bias-corrected seasonal forecasts for agro-meteorological monitoring and crop yield forecasting - Henin Riccardo, European Commission - Joint Research Center | |
| 12:30 - 14:00 | Lunch (Le Carreau hall) | |
| 14:00 - 15:15 | Machine learning (Amphitheater Schlumberger) - Grégoire Mariéthoz | (+) |
| 14:00 - 14:25 | › Adjusting spatial dependence of climate model outputs with cycle-consistent adversarial networks - Bastien François, Royal Netherlands Meteorological Institute - Soulivanh THAO, Extrèmes : Statistiques, Impacts et Régionalisation | |
| 14:25 - 14:50 | › Statistical and machine learning methods to reconstruct solar irradiance data at high temporal resolution from climate projections - Rosemary Eade, IPSL/CNRS | |
| 14:50 - 15:15 | › A temporal stochastic bias correction using a machine learning attention model - Omer Nivron, University of Cambridge | |
| 15:15 - 15:45 | Coffee break (Le Carreau hall) | |
| 15:45 - 16:35 | Machine learning (Amphitheater Schlumberger) - Grégoire Mariéthoz | (+) |
| 15:45 - 16:10 | › ML-based bias correction of precipitation data for enhanced climate adaptation in Morocco - Zineb Errachdi, International Water Research Institute, Mohammed VI Polytechnic University, College of Sustainable Agriculture and Environmental Sciences | |
| 16:10 - 16:35 | › Improving the Robustness of Super-Resolution Algorithms to Extreme Events and Climate Change - Tom Beucler, University of Lausanne | |
| 16:35 - 16:50 | Discussions, conclusion and wrap-up of the workshop (Amphitheater Schlumberger) - Mathieu Vrac |
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