120. Enhancing tropical cyclone track and intensity predictions with the OWZP-Transformer model
Zihao Lin, Jung-Eun Chu, Yoo-Geun Ham
2025
npj Aritificial Intelligence
119. AI for atmosphere–ocean sciences: advancements, challenges and ways forward
Jing-Jia Luo, Jiangjiang Xia, Baoxiang Pan, Yoo-Geun Ham, Xiaofeng Li, Wei Shangguan, Wei Xue, Yaqiang Wang, Bin Mu, Youngjoon Hong, Hao Li, Xiaohui Zhong, Kan Dai, Lei Bai, Fenghua Ling, Niklas Boers, Christopher Bretherton, Bin Chen, Dongjin Cho, Pierre Gentine, Zijie Guo, Xiaomeng Huang, Daehyun Kang, Hyunwoo J Kim, Jeong-Hwan Kim, Lili Lei, Fan Meng, Seol-Hee Oh, Bo Qin, Zixiong Shen, Qiming Sun, Yuheng Tang, Xuan Tong, Bingcheng Wan, Lina Wang, Ya Wang, Yiming Wang, Jiye Wu, Yi Xiao, Lina Yao, Song Yang, Chaoxia Yuan, Shijin Yuan, Tingzhao Yu, Mengchu Zhao
2026
National Science Review
118. Seasonal forecast of sea surface temperatures via Neural ODEs
Jonghan Lee, Woosok Moon, Yoo-Geun Ham
2026
Machine Learning: Earth
117. Data-driven global ocean model resolving atmospherically forced ocean dynamics
Jeong-Hwan Kim, Daehyun Kang, Young-Min Yang, Jae-Heung Park, Yoo-Geun Ham
2026
Science Advances
116. Deep learning-based chlorophyll prediction: comparison with a dynamic model and applications to fish catch forecasting
Ji-Sook Park, Jong-Yeon Park, Yoo-Geun Ham, Jeong-Hwan Kim, and Woo Jin Jeon
2026
Earth System Dynamics
115. A deep learning-based land-atmosphere coupled model for heatwave prediction
Dongjin Cho, Yoo-Geun Ham, Suyeon Jeong, and Seon-Yu Kang
2026
npj Climate and Atmospheric Science
114. Recent Advances in AI-based Global Climate Modeling and Forecasting
Hyun-Su Jo, Yoo-Geun Ham, Seol-Hee Oh, Jeong-Gil Lee, Min-Gyu Seong, Dongjin Cho, Somin Lim, Seon-Yu Kang, Suyeon Jeong, Hyun-Jeong Lee, Subin Lee, Gyuhui Kwon
2025
Atmosphere
113. AI Weather and Climate Prediction and Applications
Chih-Pei Chang, Bin Mu, Wei Han, Yoo-Geun Ham, Guang J. Zhang, Alessandro Damiani, Fenghua Ling, and Takemasa Miyoshi
2025
Bulletin of the American Meteorological Society
112. Understanding machine learning weather prediction by designing a cost-efficient model with knowledge-oriented modules
Minjong Cheon, Jeong-Hwan Kim, Yumi Choi, Yo-Hwan Choi, Seon-Yu Kang, Jeong-Gil Lee, Yoo-Geun Ham, Jin Young Kim & Daehyun Kang
2025
Scientific Reports
111. Data Assimilation of Satellite-Derived Arctic Sea-Ice Thickness During Boreal Summer
Jeong-Gil Lee, Daehyun Kang, Joo-Hong Kim, Jong-Min Kim, Sang-Moo Lee & Yoo-Geun Ham
2025
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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