Subscribe to our mailing list to receive updates on the program and receive Zoom invitations.
All meetings are usually scheduled on Wednesdays at 13:00 CEST.
January 13, 2021
- Speaker: Arnaud Pannatier
- Title: Machine Learning for High-Altitude Wind Nowcasting Based on Aircraft Live Data
December 16, 2020
- Speaker: Wentao Feng & Yann Yasser Haddad
- Title: Probabilistic Deep Learning on Spheres for Weather/Climate Applications
September 29, 2020
- Speaker: Loris Foresti & Daniele Nerini (MeteoSwiss)
- Title: Probabilistic machine learning for nowcasting & post-processing
September 16, 2020
- Speaker: Gabriele Franch (FBK)
- Title: UMAP for Weather Analogs Retrieval
July 22, 2020
- Speaker: Peter Düben (ECMWF)
- Title: What next for machine learning in weather forecasting?
July 15, 2020
- Speaker: Verena Bessenbacher (ETHZ)
- Title: Towards a generalized framework for gap-filling complex Earth Observations
July 1, 2020
- Speaker: Icíar Lloréns Jover (EPFL)
- Title: Geometric deep learning on the sphere for mid-range weather prediction
June 17, 2020
- Speaker: Lukas Gudmundsson (ETHZ) & Gionata Ghiggi (EPFL)
- Title: Constraining and reconstructing past land-surface freshwater fluxes with ML
June 3, 2020
- Speaker: Shruti Nath (Climate Analytics)
- Title: An Earth System Model seasonal emulator
May 6, 2020
- Speaker: Icíar Lloréns Jover (EPFL)
- Title: Geometric deep learning for mid-range weather prediction
April 15 & 22, 2020
- Speaker: Eniko Székely (SDSC)
- Title: Data-driven kernel methods for dynamical systems with application to atmosphere ocean science
February 6 & 19, 2020
- Speaker: Jussi Leinonen (EPFL)
- Title: Generative Adversarial Networks for Climate Data Field Generation
December 17, 2019 & January 23, 2020
- Speaker: Michaël Defferrard (EPFL)
- Title: DeepSphere and the Earth (a graph-based spherical CNN)
November 20, 2019 & December 4, 2019
- Speaker: Gionata Ghiggi (EPFL)
- Title: Deep Learning: Applications for Climate & Earth Sciences
The meetings are held on Zoom and last 60-90 minutes:
30-40 minutes of presentation,
informal Q&A during and after the presentation.
Gionata Ghiggi (EPFL), Eniko Székely (SDSC), Michaël Defferrard (EPFL), Jussi Leinonen (EPFL), Raphaël de Fondeville (SDSC), and more to join hopefully!
If you have feedback, suggestions, or want to propose a speaker, please email us at gionata.ghiggi@epfl.ch.