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2024-09-09
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2024-08-27
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2024-08-05
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2024-07-23
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2023-08-31
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2023-08-30
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2022-11-24
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2024-07-24
106. Regionally optimized fire parameterizations using feed-forward neural networks
Yoo-Geun Ham, Seung-Ho Nam, Geun-Hyeong Kang and Jin-Soo Kim
December 2024
Environmental Research Letters
105. Distinct Propagation to Agricultural Drought Between Two Severe Meteorological Droughts in the Korean Peninsula
Yoo-Geun Ham, Yerim Jeong, Eunhyo Seo
November 2024
Geophysical Research Letters
104. Few shot learning for Korean winter temperature forecasts
Seol-Hee Oh & Yoo-Geun Ham
November 2024
npj Climate and Atmospheric Science
103. Generation of state-dependent ensemble perturbations based on time-varying seawater density for GloSea5 initialization
Jeong-Gil Lee, Yoo-Geun Ham, Ji-Gwang Kim, Pil-Hun Chang
August 2024
Quaterly Journal of the Royal Meteorological Society
102. Unveiling teleconnection drivers for heatwave prediction in South Korea using explainable artificial intelligence
Yeonsu Lee, Dongjin Cho, Jungho Im, Cheolhee Yoo, Joonlee Lee, Yoo-Geun Ham & Myong-In Lee
August 2024
npj Climate and Atmospheric Science
101. Distinct Changes in the Influence of North Tropical Atlantic SST on ENSO Under Greenhouse Warming: A Comparison of CMIP5 and CMIP6
Ji-Gwang Kim, Hyun-Su Jo, Yoo-Geun Ham, Jae-Heung Park
August 2024
Geophysical Research Letters
100. Partial-convolution-implemented generative adversarial network for global oceanic data assimilation
Yoo-Geun Ham, Yong-Sik Joo, Jeong-Hwan Kim & Jeong-Gil Lee
July 2024
Nature Machine Intelligence
099. Incorrect computation of Madden-Julian oscillation prediction skill
Tamaki Suematsu, Zane K. Martin, Elizabeth A. Barnes, Charlotte A. DeMott, Samson Hagos, Yoo-Geun Ham, Daehyun Kim, Hyemi Kim, Tieh-Yong Koh & Eric D. Maloney
June 2024
npj Climate and Atmospheric Science
098. Toward a learnable climate model in the artificial intelligence era
Gang Huang, Ya Wang, Yoo-Geun Ham, Bin Mu, Weichen Tao, Chaoyang Xie
April 2024
Advances in Atmospheric Sciences
097. Improvement in Forecasting Short-Term Tropical Cyclone Intensity Change and Their Rapid Intensification Using Deep Learning
Jeong-Hwan Kim, Yoo-Geun Ham, Daehyun Kim, Tim Li, Chen Ma
April 2024
Artificial Intelligence for the Earth Systems
Hyun-Su Jo
Research Professor
Jeong-Gil Lee
Post-Doc
Dongjin Cho
Post-Doc
Seol-hee Oh
Post-Doc
Min-Gyu Seong
Post-Doc
Ji-Gwang Kim
Ph.D. Candidates
Yong sik Joo
Ph.D. Candidates
Subin Lee
Ph.D. Candidates
Geun-Hyeong Kang
Master Candidates
Hyun-jeong Lee
Researcher
Kang Seon-Yu
Researcher
Somin Lim
Researcher
Suyeon Jeong
Researcher
Gyuhui Kwon
Researcher (Intern)