Changhyun Choi

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

Changhyun Choi, Jungwook Kim, Heechan Han et al. · Water · 2019 · 134 citations · Full text

Natural Resources, Environmental Engineering, Water Resources Management +14

Development of Heavy Rain Damage Prediction Model Using Machine Learning Based on Big Data

Changhyun Choi, Jeonghwan Kim, Jongsung Kim et al. · Advances in Meteorology · 2018 · 93 citations · Full text

Computing, Computer Science, Meteorology +17

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

Heechan Han, Changhyun Choi, Jaewon Jung et al. · Water · 2021 · 67 citations · Full text

Natural Resources, Data Science, Hydrology +17

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

Heechan Han, Changhyun Choi, Jongsung Kim et al. · Water · 2021 · 38 citations · Full text

Natural Resources, Earth Sciences, Hydrology +14

A Bayesian Network-Based Integrated for Flood Risk Assessment (InFRA)

Hongjun Joo, Changhyun Choi, Jungwook Kim et al. · Sustainability · 2019 · 35 citations · Full text

Business, Decision Sciences, Risk Management +13