Deep Learning with Long Short Term Memory Based Sequence-to-Sequence Model for Rainfall-Runoff Simulation

by Heechan Han, Changhyun Choi, Jaewon Jung, Hung Soo Kim
Published 2021-02-01

Machine Learning-Based Small Hydropower Potential Prediction under Climate Change

by Jaewon Jung, Heechan Han, Kyunghun Kim, Hung Soo Kim
Published 2021-06-01

Modeling the Runoff Reduction Effect of Low Impact Development Installations in an Industrial Area, South Korea

by Jungho Kim, Jungho Lee, Yangho Song, Heechan Han, Jingul Joo
Published 2018-07-01

Modeling Streamflow Enhanced by Precipitation from Atmospheric River Using the NOAA National Water Model: A Case Study of the Russian River Basin for February 2004

by Heechan Han, Jungho Kim, V. Chandrasekar, Jeongho Choi, Sanghun Lim
Published 2019-08-01

Development of Water Level Prediction Models Using Machine Learning in Wetlands: A Case Study of Upo Wetland in South Korea

by Changhyun Choi, Jungwook Kim, Heechan Han, Daegun Han, Hung Soo Kim
Published 2019-12-01

Multiple-Depth Soil Moisture Estimates Using Artificial Neural Network and Long Short-Term Memory Models

by Heechan Han, Changhyun Choi, Jongsung Kim, Ryan R. Morrison, Jaewon Jung, Hung Soo Kim
Published 2021-09-01