J12 Artificial Intelligence, Numerical Weather Prediction, and High Performance Computing in a Data-driven Weather Future

Wednesday, 15 January 2025: 4:30 PM-6:00 PM
La Nouvelle C (New Orleans Ernest N. Morial Convention Center)
Hosts: (Joint between the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 24th Conference on Artificial Intelligence for Environmental Science )
Cochairs:
Edward C. Wolff IV, University of Illinois Urbana-Champaign; Timothy Sliwinski and Tiago Quintino, ECMWF, Forecast Department, Reading

This session is a 3-way joint session between AI, NWP, and HPC with a Core Science Keynote headliner and multiple traditional papers covering the intersection of these 3 subjects.

Papers:
4:30 PM
J12.1
Beyond Prediction: Exploring Uncertainty in Climate Models in the AI Era (Core Science Keynote)
V Balaji, Schmidt Sciences, New York, NY

5:00 PM
J12.2
Dynamic Generative AI for Real-Time Data Assimilation in NWP on High-Performance Computing Platforms
Guannan Zhang, ORNL, Oak Ridge, TN; ORNL, Oak Ridge, TN; and F. Bao and H. G. Chipilski

5:15 PM
J12.3
Porting Noah-MP Model into Energy Research and Forecasting Model Using a Novel Large Language Model Paradigm
Akash Dhruv, ANL, Lemont, IL; and M. Buehlmann, A. Lattanzi, H. Gopalan, R. Kotamarthi, and A. Almgren

5:30 PM
J12.4
Scaling GPU-Accelerated AI Models for Advanced Numerical Weather Prediction
John Schreck, NSF NCAR, Boulder, CO; and N. Sobhani, B. Kirk, D. Howard, W. E. Chapman, Y. Sha, and D. J. Gagne II

Recorded Presentation
- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner
See more of: 11th Symposium on High Performance Computing for Weather, Water, and Climate
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