Session 2A Data-Driven Weather Modeling I: Applications Beyond Global Modeling

Monday, 13 January 2025: 10:45 AM-12:00 PM
339 (New Orleans Ernest N. Morial Convention Center)
Host: 24th Conference on Artificial Intelligence for Environmental Science
Cochairs:
Daniel Alexander Rothenberg; Christina E. Kumler, CIRA, Boulder, CO and Thomas M. Hamill

Papers:
10:45 AM
2A.1
Huge Ensembles (HENS) of Hindcasts for Tropical Cyclones and Atmospheric RIvers using Spherical Fourier Neural Operators (SFNOs)
William D. Collins, LBNL, BERKELEY, CA; and A. Bowden, A. Zeba, and A. Mahesh

11:00 AM
2A.2
Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling
Yair Cohen, NVIDIA Research, Santa Clara, CA; and J. Pathak, K. Kashinath, M. S. Pritchard, N. D. Brenowitz, P. Garg, D. R. Durran, P. Harrington, A. Vahdat, M. Mardani, and S. Xu

11:15 AM
2A.3
Seasonal Sea Ice Forecasting with a Deep Learning Earth System Model
Zachary Ian Espinosa, University of Washington, Seattle, WA; and N. A. Cresswell-Clay, D. R. Durran, R. A. Moreno, and C. M. Bitz

11:30 AM
2A.4
WoFScast: A Machine Learning Model for Predicting Thunderstorms at Watch-to-Warning Scales
Montgomery L. Flora, CIWRO; NSSL, Norman, OK; and C. K. Potvin and R. Chase

11:45 AM
2A.5
Anemoi: an Open-Source framework for developing data-driven weather forecasts
Baudouin Raoult, ECMWF, Reading, United kingdom; and J. Dramsch, M. Chantry, S. Lang, M. Alexe, F. Pinault, M. Santa Cruz, H. Theissen, G. Mertes, and A. Prieto Nemesio

Recorded Presentation
- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner
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