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.
Recordings for previous webinars are available here or linked to below. Find links to individual presentations below.
The registration link for April’s webinar is live! Register at https://gmu.zoom.us/webinar/register/WN_m-kT9X_ISym4IoC99N3vHg and a link to participate will be emailed to you.
| 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 Presentation Slides |
| 12 March 2025, 09:30 UTC | Machine Learning for Terrestrial Simulations | Prof. Kei Yoshimura, U. Tokyo | Presentation Recording Presentation Slides |
| 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 | |
