3 papers
cs.LG2026
RainAtlas: A Multi-Continental Dataset for Precipitation Downscaling
Pierre-Louis Lemaire, Luca Schmidt, Wietze Suijker +2
Extreme rainfall events are increasing in intensity and frequency as climate change accelerates. While kilometer-scale precipitation forecasts are critical for supporting local dec…
cs.LG2025
A Probabilistic U-Net Approach to Downscaling Climate Simulations
Maryam Alipourhajiagha, Pierre-Louis Lemaire, Youssef Diouane +1
Climate models are limited by heavy computational costs, often producing outputs at coarse spatial resolutions, while many climate change impact studies require finer scales. Stati…
cs.CY2024
Early Detection of Critical Urban Events using Mobile Phone Network Data
Pierre Lemaire, Angelo Furno, Stefania Rubrichi +5
Network Signalling Data (NSD) have the potential to provide continuous spatio-temporal information about the presence, mobility, and usage patterns of cell phone services by indivi…