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Following an incredible year of research, all our FDL 2025 teams will be presenting their work at NeurIPS this year in San Diego.

FDL's commitment to pushing the boundaries of applied AI for the good of humankind is well-documented, with previous projects earning "Best Paper" and “Overall Best Paper”‘ awards at NeurIPS previously. At the conference, our teams will be showcasing their papers and posters at specific events, and we are especially proud that one of our teams will deliver a spotlight talk.

We invite you to attend the conference and see firsthand how FDL's research is helping to solve some of the world's most pressing challenges.

Global 3D Reconstruction of Clouds & Tropical Cyclones

Spotlight talk at the Tackling Climate Change with Machine Learning workshop

SHRUG-FM: Reliability-Aware Foundation Models for Earth Observations

Poster presentation at the Tackling Climate Change with Machine Learning workshop

Towards Methane Detection Onboard Satellites

Poster presentation at Machine Learning and the Physical Sciences 2025