Welcome to
ACE Laboratory
(AI Climate & Environment)
Using AI to advance the frontier of knowledge in weather, climate, and the Earth system.
about us !
Research
1
AI-based Foundation models
AI 기반 기상/기후 기반 모델 개발 및 전지구 대기-지면 예측 모델 고도화
2
AI-based Global Monitoring System
AI 기반 전지구 모니터링 시스템 개발
Screenshot 2026-03-19 at 9.33.37 AM
AI-based Seasonal Prediction Methods
AI 기반 계절 예측 기법 개발
Screenshot 2026-03-19 at 9.32.42 AM
AI-based Climate Change Research
AI 기반 기후 변화 연구
Publication

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

110. A low-dimensional recursive deep learning model for El Niño-Southern Oscillation simulation

Jiho Ko, Na-Yeon Shin, Jonghun Kam, Yoo-Geun Ham4 & Jong-Seong Kug
2025
npj Climate and Atmospheric Science

109. Reducing Initialization Shock by Atmosphere–Ocean Coupled Data Assimilation and Its Impacts on the Subseasonal Prediction Skill

Nakbin Choi, Myong-In Lee, Yoo-Geun Ham, Yu-Kyung Hyun, Johan Lee, and Kyung-On Boo
February 2025
Journal of Climate

108. Anomalous temperature in North Tropical Atlantic linked to Brazilian Cerrado fires

Hyo-Jeong Kim, Jin-Soo Kim, Yoo-Geun Ham, Jae-Heung Park, David Milodowski, Luiz E. O. C. Aragão and Mathew Williams 
21 February 2025
npj Climate and Atmospheric Science

107. 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

106. 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

105. Few shot learning for Korean winter temperature forecasts

Seol-Hee Oh & Yoo-Geun Ham
November 2024
npj Climate and Atmospheric Science

104. Significant winter Atlantic Niño effect on ENSO and its future projection

Jae-Heung Park, Young-Min Yang, Yoo-Geun Ham, Hyun-Su Jo, Hyo-Jin Park, So-Eun Park, Chao Liu, Gagan Mandal, Soon-Il An & Jong-Seong Kug
October 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
News
Board
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Location
2025 SNU-NUIST-CityUHK Joint Workshop
2025 한국기후변화학회-하반기 학술대회
2025 한국기상학회-가을학술대회
2025 기후 과학을 위한 한중 AI 심포지움
2025 WMO AINPP WORKSHOP