Session: Applications of Machine Learning in Earth System Modeling (100th American Meteorological Society Annual Meeting)

Monday, 13 January 2020: 2:00 PM-4:00 PM

156BC (Boston Convention and Exhibition Center)

Host: 19th Conference on Artificial Intelligence for Environmental Science

Cochairs:

Christiane Jablonowski, University of Michigan, Climate and Space Science and Enigneering, Ann Arbor, MI and Christoph A. Keller, GMAO, Greenbelt, MD

This session features applications of machine learning and deep learning to atmospheric, ocean, land, and ice models.

Papers:

2:00 PM

Laure Zanna, University of Oxford, Oxford, United Kingdom; and T. Bolton

2:15 PM

Jason Hickey, Google, Mountain View, CA; and C. Gazen, S. Agrawal, C. Bromberg, L. Barrington, V. Lakshmanan, and J. Burge

2:30 PM

Rui Wang, Northeastern University, Boston, MA; and A. Albert, K. Kashinath, M. Mustafa, and R. Yu

2:45 PM

Jonathan A. Weyn, University of Washington, Seattle, WA; and D. R. Durran and R. Caruana

3:00 PM

Vladimir Krasnopolsky Krasnopolsky, NOAA, College Park, MD

3:15 PM

Janni Yuval, MIT, Cambridge, MA; and P. A. O'Gorman

3:30 PM

Yuan-Heng Wang, Univ. of Arizona, Tucson, AZ; and H. V. Gupta, P. D. Broxton, Y. Fang, A. Behrangi, X. Zeng, and G. Y. Niu

3:45 PM

M. B. Follette-Cook, Morgan State Univ./GESTAR, Greenbelt, MD; and J. M. Nicely, C. A. Keller, and B. Duncan

- Indicates paper has been withdrawn from meeting

- Indicates an Award Winner

Session 2A Applications of Machine Learning in Earth System Modeling