Gwanjae Lee

Prediction of Aquatic Ecosystem Health Indices through Machine Learning Models Using the WGAN-Based Data Augmentation Method

Seoro Lee, Jonggun Kim, Gwanjae Lee et al. · Sustainability · 2021 · 32 citations · Full text

Data Augmentation, Environmental Monitoring, Machine Learning +15

Comparison of Machine Learning Algorithms for Discharge Prediction of Multipurpose Dam

Jiyeong Hong, Seoro Lee, Gwanjae Lee et al. · Water · 2021 · 24 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +24

The Effect of Reduced Flow on Downstream Water Systems Due to the Kumgangsan Dam under Dry Conditions

Gwanjae Lee, Hye Won Lee, Yong Seok Lee et al. · Water · 2019 · 20 citations · Full text

Dry Conditions, Reduced Flow, Environmental Flow +14

Development of Multi-Inflow Prediction Ensemble Model Based on Auto-Sklearn Using Combined Approach: Case Study of Soyang River Dam

Seoro Lee, Jonggun Kim, Joo Hyun Bae et al. · Hydrology · 2023 · 20 citations · Full text

Hydrological Prediction, Engineering, Hydrologic Engineering +19

Development of Web-Based RECESS Model for Estimating Baseflow Using SWAT

Gwanjae Lee, Yongchul Shin, Younghun Jung · Sustainability · 2014 · 18 citations · Full text

Web-based Recess Model, Hydrogeology, Engineering +13