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Numerical Wildfire & Weather - 2025

Modelling firebrands with a coupled fire atmosphere model - Alberto Alonso-Pinar
Using artificial intelligence to monitor live fuel moisture content across France, based on a high resolution land surface analysis - Yann Baehr
Short-term local wind forecasting with NN using NWP and ground  station data - Roberta Baggio
FireCast : Towards and Operational Tool for Coupled Wildfire Atmosphere Simulation - Roberta Baggio & Jean-Baptiste Filippi
Wildfire Modeling – Importance of Highly-resolved Vegetation Structures  - Fabian Brännström
Monitoring vegetation's response to drough by assimilating in situ and satellite data - Jean-Christophe Calvet
Towards stochastic differentiable wildfire prediction with empirical- and - neural-network-based models - Sibo Cheng
The southern EUrop biomass BURning project - Cyrielle Denjean
From Research to Operational Tool: PROPAGATOR as an Open-Source Cellular Automata Wildfire Simulator - Mirco d'Andrea & Nicolo Perello
A Data-Driven Journey towards fire Activity Prediction - Francesca Di Giuseppe
Hands-on usage of open-source ForeFire Solver - Jean-Baptiste Filippi
METFLIX : A video-based approach to compressing high-resolution flow and meteorological data - Jean-Baptiste Filippi
Advancing Wildfire Preparedness Experimental Insights into Dynamic Fire Behaviours - Alexander Filkov
Statistical Downscaling for Urban Temperature at Hectometric Scale - Julia Garcia Cristobal
Challenges of Transfert Learning in Wind Speed Forecasting: Understanding Negative Transfert Effects - Diego Grante
Weather radar to provide intelligence and nowcast hazards associated with wildfires - Adrien Guyot
Transfer Learning with Recurrent Neural Networks of Fuel Moisture Content: Extending from 10h fuels to 1h and 100h - Jonathon Hirschi
Generative in situ weather forecastin guide by gridded model outputs - David Landry
FIRE-AID - AI-powered fire spread modeling and decision support - Dominik Laux
CSIRO Bushfire Behavior Research Activities and Priorities - Abdelaziz Misarah
A new framework to characterize frebrand generation and their 3D reconstruction model - Ha-Ninh Nguyen
A summer with the Flexible Combined Imager Operated on Meteosat Third Generation Satellite - Ronan Paugam
Fire weather operations and research at the Australian Bureau of Meteorology - Mika Peace
Towards a new series of tools to model wildfire danger and hazard in France: CartoNat (+connected research projects) - François Pimont
Improving prediction of heavy rainfall in Corsica with neural networks - Killian Pujol
AI for weather forecasting: State-of-the-art and current research projects at Météo-France - Laure Raynaud
Modelling wildland fire behavior and associated uncertainties using data assimilation - Mélanie Rochoux
Remote sensing and machine learning for fuel characterisation in the context of wildfire simulation. Towards multisource and multimodal data analysis  - Romain Thoreau
Quantifying Fuel Consomption in Hearthland Ecosystems: Towards Multi-Scales Fuel Mapping Using Remote Sensing Data Fusion - Alexander Van Hout
Subseasonal Forecasting of Fire Weather Using Long Short-Term Memory Networks - Karlee Zammit