Seminars

New ways for dynamical prediction of extreme heat waves: rare event simulations and machine learning with deep neural networks. – Freddy Bouchet (ENS Lyon)
Climate Modeling in the Age of Machine Learning – Laure Zanna (NYU)
Filling gaps in ocean satellite data -Aida Alvera-Azcárate & Alexander Barth
Narrowing uncertainties of climate projections using data science tools? -Pierre Tandeo
Machine learning and natural hazards – Sophie Giffard-Roisin
Power-efficient deep learning algorithms – Sébastien Loustau
Inferring causation from time series with perspectives in Earth system sciences – Jakob Runge
A direct approach to detection and attribution of climate change – Eniko Szekely – 24/01/2020
Deep Learning for Satellite Imagery: Semantic Segmentation, Non-Rigid Alignment, and Self-Denoising – Guillaume Charpiat – 4 Decembre 2019
Prévision d’ensemble par apprentissage séquentiel en météorologie, et méta-modélisation en pollution urbaine – Vivien Mallet 20 Septembre 2019

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The Machine learning for Earth System modelling workshop will be held at the EGU meeting next April.