| Comparison of deep learning techniques for river streamflow forecasting XH Le, DH Nguyen, S Jung, M Yeon, G Lee IEEE Access 9, 71805-71820, 2021 | 111 | 2021 |
| Correcting mean areal precipitation forecasts to improve urban flooding predictions by using long short-term memory network DH Nguyen, DH Bae Journal of Hydrology 584, 124710, 2020 | 67 | 2020 |
| Hourly streamflow forecasting using a Bayesian additive regression tree model hybridized with a genetic algorithm DH Nguyen, XH Le, DT Anh, SH Kim, DH Bae Journal of Hydrology 606, 127445, 2022 | 49 | 2022 |
| Development of an extreme gradient boosting model integrated with evolutionary algorithms for hourly water level prediction DH Nguyen, XH Le, JY Heo, DH Bae IEEE Access 9, 125853-125867, 2021 | 49 | 2021 |
| LSTM-CM: a hybrid approach for natural drought prediction based on deep learning and climate models TQ Vo, SH Kim, DH Nguyen, DH Bae Stochastic environmental research and risk assessment 37 (6), 2035-2051, 2023 | 21 | 2023 |
| Comparison of bias-corrected multisatellite precipitation products by deep learning framework XH Le, LN Van, DH Nguyen, GV Nguyen, S Jung, G Lee International Journal of Applied Earth Observation and Geoinformation 116 …, 2023 | 20 | 2023 |
| Improving radar-based rainfall forecasts by long short-term memory network in urban basins DH Nguyen, JB Kim, DH Bae Water 13 (6), 776, 2021 | 20 | 2021 |
| Multi-step-ahead water level forecasting for operating sluice gates in Hai Duong, Vietnam HV Ho, DH Nguyen, XH Le, G Lee Environmental Monitoring and Assessment 194 (6), 442, 2022 | 15 | 2022 |
| Towards an efficient streamflow forecasting method for event-scales in Ca River basin, Vietnam XH Le, LN Van, GV Nguyen, DH Nguyen, S Jung, G Lee Journal of Hydrology: Regional Studies 46, 101328, 2023 | 10 | 2023 |
| Improving rainfall-runoff modeling in the Mekong river basin using bias-corrected satellite precipitation products by convolutional neural networks XH Le, Y Kim, D Van Binh, S Jung, DH Nguyen, G Lee Journal of Hydrology 630, 130762, 2024 | 9 | 2024 |
| Machine learning for high-resolution landslide susceptibility mapping: case study in Inje County, South Korea XH Le, S Eu, C Choi, DH Nguyen, M Yeon, G Lee Frontiers in Earth Science 11, 1268501, 2023 | 8 | 2023 |
| A novel framework for correcting satellite-based precipitation products for watersheds with discontinuous observed data, case study in Mekong River Basin G Lee, DH Nguyen, XH Le Remote Sensing 15 (3), 630, 2023 | 8 | 2023 |
| Uncertainty Quantification of Water Level Predictions from Radar‐based Areal Rainfall Using an Adaptive MCMC Algorithm DH Nguyen, K Seon-Ho, K Hyun-Han, B Deg-Hyo Water Resources Management, 2021 | 7 | 2021 |
| Performance comparison of bias-corrected satellite precipitation products by various deep learning schemes XH Le, DH Nguyen, G Lee IEEE Transactions on Geoscience and Remote Sensing 61, 1-12, 2023 | 6 | 2023 |
| Deep neural network-based discharge prediction for upstream hydrological stations: a comparative study XH Le, DH Nguyen, S Jung, G Lee Earth Science Informatics 16 (4), 3113-3124, 2023 | 5 | 2023 |
| A novel framework for uncertainty quantification of rainfall–runoff models based on a Bayesian approach focused on transboundary river basins TD Nguyen, DH Nguyen, HH Kwon, DH Bae Journal of Hydrology: Regional Studies 57, 102095, 2025 | | 2025 |
| Analyzing effect and importance of input predictors for urban streamflow prediction based on a Bayesian tree-based model DH Nguyen, DH Bae Proceedings of the Korea Water Resources Association Conference, 134-134, 2022 | | 2022 |
| Effects of ILFs on DRAM algorithm in SURR model uncertainty evaluation caused by interpolated rainfall using different methods TD Nguyen, DH Nguyen, DH Bae Proceedings of the Korea Water Resources Association Conference, 137-137, 2022 | | 2022 |
| 데이터 기반 모형을 활용한 도시 유출량 예측 DH Nguyen, SH Kim, DH Bae Water for future 55 (3), 54-63, 2022 | | 2022 |
| Using Bayesian tree-based model integrated with genetic algorithm for streamflow forecasting in an urban basin DH Nguyen, DH Bae Proceedings of the Korea Water Resources Association Conference, 140-140, 2021 | | 2021 |
Xuan-Hien LeInstitute Associate Professor, Chuo UniversityEmail được xác minh tại g.chuo-u.ac.jp