Publications

You can also find my articles on my Google Scholar profile.

Conference Papers

Modélisation Substitutive de la Croissance des Cultures parApprentissage Profond Guidé par la Physique

Published in CAp 2026 : Conférence sur l’Apprentissage automatique, 2026

Authors: Julian Agudelo, Vincent Guigue, Cristina Manfredotti, Evelyne Lutton, Hadrien Piot.

Sim-to-Real Transfer with Asymmetric Temporal Supervision via Latent Alignment of an INR-FiLM Architecture

Published in CAp 2026 : Conférence sur l’Apprentissage automatique, 2026

Authors: Julian Agudelo, Vincent Guigue, Cristina Manfredotti, Evelyne Lutton, Hadrien Piot.

Drought forecasting using a hybrid neural architecture for integrating time series and static data

Published in Tackling Climate Change with Machine Learning workshop at ICLR, 2025

Authors: Julian Agudelo, Vincent Guigue, Cristina Manfredotti, Hadrien Piot.