PUBLICATION

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

환경대학원 ACE 연구실ACE Lab, Graduate School of Environmental Studies

PUBLICATION

106. Regionally optimized fire parameterizations using feed-forward neural networks

105. Distinct Propagation to Agricultural Drought Between Two Severe Meteorological Droughts in the Korean Peninsula

104. Few shot learning for Korean winter temperature forecasts

103. Generation of state-dependent ensemble perturbations based on time-varying seawater density for GloSea5 initialization

102. Unveiling teleconnection drivers for heatwave prediction in South Korea using explainable artificial intelligence

101. Distinct Changes in the Influence of North Tropical Atlantic SST on ENSO Under Greenhouse Warming: A Comparison of CMIP5 and CMIP6

100. Partial-convolution-implemented generative adversarial network for global oceanic data assimilation

099. Incorrect computation of Madden-Julian oscillation prediction skill

098. Toward a learnable climate model in the artificial intelligence era

097. Improvement in Forecasting Short-Term Tropical Cyclone Intensity Change and Their Rapid Intensification Using Deep Learning

Total :

106

환경대학원 ACE 연구실