Session J15C Towards Operationalizing AI/ML Weather Forecast and Decision Support Products II

Thursday, 1 February 2024: 1:45 PM-3:00 PM
327 (The Baltimore Convention Center)
Host: 14th Conference on Transition of Research to Operations
Cochairs:
Thanh Vo, 1970, NOAA, Silver Spring, MD and Randy Deinlein, NOAA, NESDIS/SAE Affiliate and ISS, Inc., Oakton, VA

Papers:
1:45 PM
J15C.1
Use of AI to Perform Inline Bias Correction of NOAA UFS Extended-Range Forecasts.
Stefan Neil Tulich, CIRES and NOAA/PSL, Boulder, CO; and S. Frolov, P. Pegion, T. C. Chen, L. C. Slivinski, and J. S. Whitaker

2:00 PM
J15C.2
Operationalizing a Machine Learning Approach to Post-Processing High Resolution NWP Forecasts
Luke Conibear, Tomorrow.io, Sheffield, United kingdom; and A. E. Payne, A. Reed Harris, K. Keshavamurthy, M. E. Green, MA, T. McCandless, and S. Flampouris

Handout (863.4 kB)

2:15 PM
J15C.3
Overview of AI/ML Activities and Plans at the Canadian Centre for Weather and Environmental Prediction
Radenko Pavlovic, Environment and Climate Change Canada, Dorval, QC, Canada; Environment and Climate Change Canada, Dorval, Canada; and H. Landry and V. Khade

2:30 PM
J15C.4
Using AI Generated Fronts to Improve Forecasting Efficiency
Ashley Williamson, The Weather Company, an IBM Business, Andover, MA; and A. D. Justin, J. K. Williams, L. Brown, J. Ruddon-Benedum, J. Lidrbauch, P. O'Neil, D. Heeps, and S. Honey

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- Indicates paper has been withdrawn from meeting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