Duc Hai Nguyen

Comparison of Deep Learning Techniques for River Streamflow Forecasting

Xuan-Hien Le, Duc Hai Nguyen, Sungho Jung et al. · IEEE Access · 2021 · 155 citations · Full text

Convolutional Neural Network, Recurrent Neural Network, Red River System +14

Correcting mean areal precipitation forecasts to improve urban flooding predictions by using long short-term memory network

Duc Hai Nguyen, Deg‐Hyo Bae · Journal of Hydrology · 2020 · 83 citations

Meteorology, Hydrological Disaster, Engineering +11

Development of an Extreme Gradient Boosting Model Integrated With Evolutionary Algorithms for Hourly Water Level Prediction

Duc Hai Nguyen, Xuan-Hien Le, Jae‐Yeong Heo et al. · IEEE Access · 2021 · 67 citations · Full text

Engineering, Evolutionary Algorithms, Water Quality Forecasting +18

Hourly streamflow forecasting using a Bayesian additive regression tree model hybridized with a genetic algorithm

Duc Hai Nguyen, Xuan-Hien Le, Duong Tran Anh et al. · Journal of Hydrology · 2022 · 61 citations

Forecasting Methodology, Hydrological Prediction, Engineering +12

LSTM-CM: a hybrid approach for natural drought prediction based on deep learning and climate models

Tuong Quang Vo, Seon‐Ho Kim, Duc Hai Nguyen et al. · Stochastic Environmental Research and Risk Assessment · 2023 · 35 citations

Engineering, Drought, Hybrid Approach +8