2023
High-resolution canopy height and wood volume maps in France based on satellite remote sensing with a Deep Learning approach
Machine learning for climate change and environmental sustainabililty
to be announced
2022
Variational Data Assimilation with Deep Prior
Eddy Detecting Neural Networks: harnessing visible satellite imagery and altimetry for operation oceanography
Towards the combination of physical and data-driven forecasts for Earth system prediction
2021
What is the cost? Calculating the environmental impact of scientific calculus
Tuesday 19 October 2021 14:00 Freddy Bouchet¨
New ways for dynamical prediction of extreme heat waves: rare event simulations and machine learning with deep neural networks.
Friday 23 Juin 2021 15:00 Laure Zanna (remotely)
Climate Modeling in the Age of Machine Learning
Thursday 6 Mai 2021 14:00 Aida Alvera-Azcárate (remotely)
Filling gaps in ocean satellite data
download slides
Friday 26 Mars 2021 (10:00) Pierre Tandeo (remotely)
Narrowing uncertainties of climate projections using data science tools
download slides
Wednesday 10 Février 2021 (14:00) Sophie Giffard-Roisin (remotely)
Machine learning and natural hazards
download slides
2020
Friday 4 Décembre 2020 (14:00 10:00) Jakob Runge (remotely)
Inferring causation from time series with perspectives in Earth system sciences
download slides
14 Octobre 2020 (14:30) Sébastien Loustau
Power-efficient deep learning algorithms
download slides
15 May 2020 (14:30) Pierre Tandeo (postponed)
25 March 2020 (10:00) Jakob Runge (postponed to 4 December)
Inferring causation from time series with perspectives in Earth system sciences
24 January 2020 (14:30) Eniko Szekely
A direct approach to detection and attribution of climate change
download slides
2019
04 Decembre 2019 (10:30) Guillaume Charpiat
Deep Learning for Satellite Imagery: Semantic Segmentation, Non-Rigid Alignment, and Self-Denoising
download slides
20 Septembre 2019 (14:00) Vivien Mallet
Prévision d’ensemble par apprentissage séquentiel en météorologie, et méta-modélisation en pollution urbaine
download slides
15 May 2019 (10:30) Ronan Fablet
Learning & Dynamical Systems: application to ocean dynamics
download slides
05 April 2019 (14:30) Mihai Datcu
Artificial Intelligence for Very High Resolution Earth Observation: Environment Monitoring
20/02/2019 V. Balaji
Machine learning and the post-Dennard era of climate simulation
download slides
11/01/2019 Nicolas Thome
Deep Learning for Climate
download slides
2018
21/11/2018 Nicolas Bousquet
Modélisation d’incertitudes affectant les modèles numériques complexes
download slides
05/10/2018 Balázs Kégl
Machine learning in scientific workflows
download slides
25/05/2018 Patrick Gallinari
Deep‐Learning for Climate
download slides
09/04/2018 Claire Monteleoni
Algorithms for Climate Informatics
download slides
01/02/2018 Alexandre Stegner
download slide119dpfo