The ML4LM webinar series gathers eminent scientists to share their experience in the combined fields of machine learning and land modeling. See the schedule below.
Thank you for joining January’s webinar! A recording is available here, and the slides can be found here.
Thank you for joining February’s webinar! A recording is available here, and the slides will be posted at a later date. Check back here for the link to March’s webinar.
| Date and Time (UTC) | Working Title | Presenter | Recording and Presentation |
|---|---|---|---|
| 20 January 2025, 15:00 UTC | Advances in ML for Earth System Modeling | Dr. Peter Dueben, ECMWF | Presentation Recording Presentation Slides |
| 20 February 2025, 15:30 UTC | Towards Flexible Interfacing of ML with Land Models | Dr. David Lawrence, NCAR | Presentation Recording |
| 12 March 2025, 09:30 UTC | ML for Benchmarking Land Models | Prof. Gab Abramowitz, UNSW | |
| 3 April 2015, 14:30 UTC | Advancing Predictive Understanding of Hydrological Systems through Trustworthy AI | Dr. Dan Lu, ORNL | |
| 14 May 2025, 13:30 UTC | Physically-Based Land Modeling & ML – What are the Complementarities? | Prof. Christoph Rüdiger, ECMWF | |
| 9 June 2025, 14:30 UTC | Exploring the L-A Coupled System with ML | Prof. Pierre Gentine, LEAP-STC U Colombia | |
| 9 July 2025, 15:30 UTC | Hybrid Modeling for Land | Prof. Andrew Bennett, U. Arizona | |
| 9 September 2025, 13:30 UTC | On the Use of ML for Modeling Land Surface Dynamics | Prof. Nuno Carvalhais, Max Plank Inst. | |
| 15 October 2025, 14:30 UTC | Machine Learning for Land Data Assimilation in Global NWP and Reanalysis Systems | Prof. Patricia de Rosnay, ECMWF | |
| 12 November 2025, 14:30 UTC | Physics Constrained ML which Benefits for Land Modeling | Dr. Paula Harder, Mila-Quebec | |
| 10 December 2025, 15:30 UTC | General discussion & future plans (1h:30) | All | |
