Session 11A Artificial Intelligence for Earth Science I

Wednesday, 15 January 2025: 1:45 PM-3:00 PM
339 (New Orleans Ernest N. Morial Convention Center)
Host: 24th Conference on Artificial Intelligence for Environmental Science

Papers:
1:45 PM
11A.1
Enhancing Climate Projections: A Multivariate Probabilistic Weather Generator Using a Denoising Diffusion Model
Callie Jaclyn McNicholas, Jupiter Intelligence Inc., Seattle, WA; and A. Hoffman and S. Sain

2:00 PM
11A.2
The Ai2 Climate Emulator (ACE2): Learning atmospheric variability and forced response on seasonal and decadal timescales
Brian Henn, Allen Institute for Artificial Intelligence (AI2), Seattle, WA; and O. Watt-Meyer, S. Clark, G. Dresdner, A. Kwa, J. McGibbon, W. A. Perkins, and C. Bretherton

2:15 PM
11A.3
Cooling the Concrete Jungle: An AI-Vision framework for Mapping and Decoding Urban Surface Temperature at the Microscale
Firas Gerges, Princeton University, Princeton, NJ; and E. Bou-Zeid, A. B. Dieng, and M. Boufadel

2:30 PM
11A.4
Improving Road Surface Classification with Co-Training Algorithms
Jay Calder Rothenberger, University of Oklahoma, Norman, OK; and T. Le, C. Sutter, K. J. Sulia, and D. Diochnos

2:45 PM
11A.5
Probabilistic Calibration for ML-Based Extreme Event Prediction
Mariah Pope, Tomorrow.io, Boston, MA; and M. Green, A. E. Payne, A. Chawla, and S. Flampouris

Recorded Presentation
- Indicates paper has been withdrawn from meeting
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