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Machine Learning for Earth System Modeling

Schedule

This workshop is divided into 5 main sections:

  1. Introduction: This section sets the theme of the workshop and also reviews ClimSim, a paper and dataset accepted in the Neurips 2023 Datasets and Benchmarks Track used for the competition.

  2. Spotlight ClimSim submissions: This section covers spotlight talks and a poster session for exceptional submissions to the upcoming ClimSim competition.

  3. Advancing the Domain: This section covers cases of how machine learning is changing the underlying domain science of earth system modeling.

  4. New Directions: This section discusses ways in which advancements in physics-guided machine learning can manifest in future breakthroughs for earth system modeling.

  5. Panel Discussion: The panel discussion seeks to bring everything together for a thoughtful discussion on how machine learning will continue to advance the future of earth system modeling given existing opportunities for low-hanging fruit and promising new directions.

The coffee breaks, poster sessions, Q&A sessions, and panel discussion will serve as opportunities for broad discussion. Invited speakers will be expected to give 20-minute talks with 5 minutes left for Q&A, where questions are taken from invited speakers. For the panel discussion, questions will be taken from online and in-person attendees.

Time Event
9:00-9:10 Introduction and Opening Remarks [Julius Busecke]
9:10-9:35 Invited Talk [Kara Lamb]
9:35-10:00 Invited Talk [Julia Kaltenborn]
10:00-10:25 Invited Talk [David Rolnick]
10:25-11:10 Contributed Talks (3)
11:10-12:00 Poster Session 1
12:00-1:00 Networking Lunch
1:00-1:45 Contributed Talks (3)
1:45-2:10 Invited Talk [Aditi Krishnapriyan]
2:10-2:35 Invited Talk [Nils Thuerey]
2:35-3:00 Invited Talk [Stephan Mandt]
3:00-3:50 Poster Session 2
3:50-4:00 Coffee Break
4:00-5:00 Panel Discussion, moderated by [Candace Agonafir]
End End