Search Results for author: Bertrand Rouet-Leduc

Found 3 papers, 2 papers with code

Diffusion Models for Interferometric Satellite Aperture Radar

1 code implementation31 Aug 2023 Alexandre Tuel, Thomas Kerdreux, Claudia Hulbert, Bertrand Rouet-Leduc

Probabilistic Diffusion Models (PDMs) have recently emerged as a very promising class of generative models, achieving high performance in natural image generation.

Image Generation

Autonomous Detection of Methane Emissions in Multispectral Satellite Data Using Deep Learning

no code implementations21 Aug 2023 Bertrand Rouet-Leduc, Thomas Kerdreux, Alexandre Tuel, Claudia Hulbert

Methane is one of the most potent greenhouse gases, and its short atmospheric half-life makes it a prime target to rapidly curb global warming.

Machine Learning Predicts Laboratory Earthquakes

1 code implementation19 Feb 2017 Bertrand Rouet-Leduc, Claudia Hulbert, Nicholas Lubbers, Kipton Barros, Colin Humphreys, Paul A. Johnson

Forecasting fault failure is a fundamental but elusive goal in earthquake science.

Geophysics

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