Session 14B Artificial Intelligence for Clouds, Aerosol, and Precipitation II

Thursday, 16 January 2025: 10:45 AM-12:00 PM
245 (New Orleans Ernest N. Morial Convention Center)
Host: 24th Conference on Artificial Intelligence for Environmental Science
Chair:
Kirana Olympia Bergstrom, University of Colorado Denver, Mathematical and Statistical Sciences, Denver, CO
CoChair:
Marina Vicens-Miquel, Texas A&M Univ.-Corpus Christi, Conrad Blucher Institute for Surveying and Science, Corpus Christi, TX

Papers:
10:45 AM
14B.1
Machine Learning for Improving Precipitation and Aerosol-Cloud Interactions
Andrew Gettelman, PNNL, Richland, WA; and S. M. Burrows, D. J. Gagne II, and W. Chuang

11:00 AM
14B.2
Machine learning (ML) enhanced cloud and aerosol representations in Energy Exascale Earth System Model (E3SM)
Jiwen Fan, ANL, Lemont, IL; and Y. Shan, X. Zheng, Y. Feng, and B. Lusch

11:15 AM
14B.3
Disentangling Representations of Ice Crystals with In Situ Imagery and Unsupervised Learning
Joseph Ko, LEAP STC, New York, NY; Columbia Univ., New York, NY; and J. Y. Harrington, K. J. Sulia, V. Przybylo, M. van Lier-Walqui, and K. D. Lamb

11:30 AM
14B.4
Machine Learning Enhanced Snowfall Rate Retrievals from Passive Microwave Sensors
Yongzhen Fan, CISESS/ESSIC UMD, College Park, MD; and H. Meng, J. Dong, Y. Hong, C. Kongoli, Y. You, and R. Ferraro

11:45 AM
14B.5
'Real-Time Short-Term Quantitative Precipitation Forecasting Model Using VQGAN and Transformer for Operational Deployment'
Jieun Cha, KMA, Seogwipo-si, Jeju-do, Korea, Republic of (South); National Institute of Meteorological Science, Seogwipo-si, Jeju-do, South korea; and H. Lee and K. Park

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- Indicates paper has been withdrawn from meeting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