Conference on stochastic weather generators

The Geolearning Chair is contributing to the organization of the conference on Stochastic Weather Generators, which will be held in Grenoble from December 2nd to 4th, 2025. This international workshop aims to explore cutting-edge methods and emerging challenges in simulating weather variables: precipitation, temperature, etc. This event is fully aligned with the Chair's scientific strategy, which contributes to this theme through several projects, such as the " Statistical precipitation models modeling droughts and intense precipitation " and "Stochastic precipitation generator over the whole of France" ) and the publication “A multivariate and space-time stochastic weather generator using a latent Gaussian framework"

The five presentations supported by the chair can be found here:

• Denis Allard : Modeling and simulating spatio-temporal, multivariate and nonstationary Gaussian Random Fields: a Gaussian mixtures perspective
• Lionel Benoit : Stochastic rainfall generation over complex topography
• Ferdinand Bhavsar : Deep Generative Models for hydrological time-series simulations
• Antoine Doize : Stochastic Rainfall Occurrence Generator with Long Periods of Drought
• Tiziano Fassina : Extreme Rain Generation Modeling using Score-Based Generative Models
• Thomas Opitz : Stochastic generators for spatial fields of ecoclimatic agricultural indicators in France

The full conference program is available on the conference website: swgen2025.sciencesconf.org