Search Results for author: Seok-Geun Oh

Found 1 papers, 0 papers with code

Effective Training Strategies for Deep-learning-based Precipitation Nowcasting and Estimation

no code implementations17 Feb 2022 Jihoon Ko, Kyuhan Lee, Hyunjin Hwang, Seok-Geun Oh, Seok-Woo Son, Kijung Shin

It is highlighted that our pre-training scheme and new loss function improve the critical success index (CSI) of nowcasting of heavy rainfall (at least 10 mm/hr) by up to 95. 7% and 43. 6%, respectively, at a 5-hr lead time.

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