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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
102. 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
101. 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
100. 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
099. 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
098. 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
097. 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
096. 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
095. Machine Learning–Based Lightning Parameterizations for the CONUS
Wei-Yi Cheng, Daehyun Kim, Scott Henderson, Yoo-Geun Ham, Jeong-Hwan Kim, Rober H Holzworth
April 2024
Artificial Intelligence for the Earth Systems
094. Anthropogenic fingerprints in daily precipitation revealed by deep learning
Yoo-Geun Ham, Jeong-Hwan Kim, Seung-Ki Min, Daehyun Kim, Tim Li, Axel Timmermann, Malte F Stuecker
October 2023
Nature
093. Enhanced joint impact of western hemispheric precursors increases extreme El Niño frequency under greenhouse warming
Hyun-Su Jo, Yoo-Geun Ham
October 2023
Nature Communications
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)