09:00
10:00
11:00
12:00
13:00
14:00
15:00
16:00
17:00
18:00
19:00
20:00
21:00
22:00
23:00
9:30 - 9:45 (15min)
Introduction of the day
Amphitheater Schlumberger
Mathieu Vrac
›9:45 (45min)
Keynote 2 : Boundary Corrected Regional Climate Modelling - Can corrections address the Curse of Dimensionality?
Invited speaker : Ashish Sharma, University of New South Wales
Invited speaker : Ashish Sharma, University of New South Wales
› Amphitheater Schlumberger
9:45 - 10:30 (45min)
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 (25min)
Stats / Multivariate / Spatial / Temporal
Amphitheater Schlumberger
Henning Rust
› Bias correction of hourly data from a kilometric scale regional model
- Emilia Sanchez-Gomez, Météo-France
10:30-10:55 (25min)
10:55 - 11:15 (20min)
Coffee break
Le Carreau hall
11:15 - 12:30 (1h15)
Stats / Multivariate / Spatial / Temporal
Amphitheater Schlumberger
Henning Rust
› Seasonal bias-correction of daily precipitation over France using a stitch model designed for robust extremes representation
- Philippe EAR, Hydroclimat, Laboratoire Jean Alexandre Dieudonné
11:15-11:40 (25min)
› Distribution-based pooling for combination and multi-model bias correction of climate simulations
- Mathieu Vrac, Laboratoire des Sciences du Climat et de l'Environnement
11:40-12:05 (25min)
› What is Expected for the (non-) Extremes of a Bias Correction ?
- Yoann Robin, Extrèmes : Statistiques, Impacts et Régionalisation, LSCE
12:05-12:30 (25min)
12:30 - 13:45 (1h15)
Lunch
Le Carreau hall
13:45 - 14:35 (50min)
Stats / Multivariate / Spatial / Temporal
Amphitheater Schlumberger
Henning Rust
› 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
13:45-14:10 (25min)
› A Multivariate Graph Cut Framework for Combining Global Climate Models
- Lucas Schmutz, Institute of Earth Surface Dynamics (GAIA lab), University of Lausanne
14:10-14:35 (25min)
14:35 - 15:25 (50min)
Extremes
Amphitheater Schlumberger
Denis Allard
› Improving the bias correction of temperature extreme quantiles
- Sylvie Parey, Electricité de France
14:35-15:00 (25min)
› Influence of bias correction methods on compound events simulations
- Grégoire Jacquemin, Mines Paris
15:00-15:25 (25min)
15:25 - 16:25 (1h)
Poster Session + Coffee break
Le Carreau hall
16:25 - 17:15 (50min)
Extremes
Amphitheater Schlumberger
Denis Allard
› Aggregating the tail distributions in multi-model ensemble outputs for bias correction
- Emilia Siviero, Dipartimento di Scienze Ambientali, Informatica e Statistica [Venezia]
16:25-16:50 (25min)
› 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)
16:50-17:15 (25min)
›17:15 (45min)
Keynote 3 : Bridging the Gap: Correcting Simulation Biases via Generative Distribution Matching
Zhong Yi Wan, Google Research
Zhong Yi Wan, Google Research
› Amphitheater Schlumberger
17:15 - 18:00 (45min)
Keynote 3 : Bridging the Gap: Correcting Simulation Biases via Generative Distribution Matching
Amphitheater Schlumberger
Zhong Yi Wan, Google Research
›20:45 (2h30)
20:45 - 23:15 (2h30)
Dinner Cruise on the Seine River
