| 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 | 83 | 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 | 58 | 2020 |
| 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 | 36 | 2021 |
| 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 | 35 | 2022 |
| 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 | 16 | 2021 |
| 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 | 12 | 2023 |
| 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 | 11 | 2022 |
| 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 | 10 | 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 | 6 | 2023 |
| 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 | 5 | 2023 |
| 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 | 5 | 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 | 5 | 2021 |
| Report on residential clusters in an Giang, Dong Thap and Long an Provinces in the Mekong Delta DH Nguyen, G Robson, ES George Adam Fforde and Associates, Melbourne, Australia, 2003 | 5 | 2003 |
| 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 | 3 | 2023 |
| 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, 2023 | 3 | 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 | 2 | 2024 |
| 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 |
| Analyze the parameter uncertainty of SURR model using Bayesian Markov Chain Monte Carlo method with informal likelihood functions NT Duyen, DH Nguyen, DH Bae Proceedings of the Korea Water Resources Association Conference, 127-127, 2021 | | 2021 |
| A comparative study of isothermal nucleic acid amplification methods for SARS-CoV-2 detection at point of care (preprint) DH Tran, QC Hoang, HT Tran, UP Le, HDK Do, DH Nguyen, TL Hoang, ... | | 2020 |
Xuan-Hien LeAssociate Professor, Research and Development Initiative, Chuo University在 g.chuo-u.ac.jp 的电子邮件经过验证
