Data Imbalance, Uncertainty Quantification, and Transfer Learning in Data‐Driven Parameterizations: Lessons From the Emulation of Gravity Wave Momentum Transport in WACCM.
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| Title: | Data Imbalance, Uncertainty Quantification, and Transfer Learning in Data‐Driven Parameterizations: Lessons From the Emulation of Gravity Wave Momentum Transport in WACCM. |
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| Authors: | Sun, Y. Qiang1,2, qiangsun@uchicago.edu, Pahlavan, Hamid A.1,3, Chattopadhyay, Ashesh1,4, Hassanzadeh, Pedram1,2, pedramh@uchicago.edu, Lubis, Sandro W.1,5, Alexander, M. Joan3, Gerber, Edwin P.6, Sheshadri, Aditi7, Guan, Yifei1,2 |
| Source: | Journal of Advances in Modeling Earth Systems; Jul2024, Vol. 16 Issue 7, p1-27, 27p |
| Database: | Applied Science & Technology Source |
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| ISSN: | 19422466 |
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| DOI: | 10.1029/2023MS004145 |
