Rchr
J-GLOBAL ID：202401003357656936
Update date: Nov. 05, 2024
Le Xuan-Hien
Le Xuan-Hien
Affiliation and department：
Job title：
Institute Associate Professor
Research field (2)：
Disaster prevention engineering
, Hydroengineering
Research keywords (1)：
Hydrology, Machine Learning, Deep Learning, Flood forecasting, Precipitation bias correction, Landslides
Papers (35)：
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Le Thi Thu Hien, Nguyen Van Chien, Le Xuan-Hien. Advanced hybrid techniques for predicting discharge coefficients in ogee-crested spillways: integrating physical, numerical, and machine learning models. Environmental Research Communications. 2024
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Xuan-Hien Le, Chanul Choi, Song Eu, Minho Yeon, Giha Lee. Quantitative evaluation of uncertainty and interpretability in machine learning-based landslide susceptibility mapping through feature selection and explainable AI. Frontiers in Environmental Science. 2024. 12
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Xuan-Hien Le, Trung Tin Huynh, Mingeun Song, Giha Lee. Quantifying Predictive Uncertainty and Feature Selection in River Bed Load Estimation: A Multi-Model Machine Learning Approach with Particle Swarm Optimization. Water. 2024
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Xuan-Hien Le, Le Thi Thu Hien, Hung Viet Ho, Giha Lee. Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets. Journal of Hydroinformatics. 2024
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Xuan Hien Le, Younghun Kim, Doan Van Binh, Sungho Jung, Duc Hai Nguyen, Giha Lee. Improving rainfall-runoff modeling in the Mekong river basin using bias-corrected satellite precipitation products by convolutional neural networks. Journal of Hydrology. 2024. 630
ｍore...
Education (3)：
- 2017 - 2020 Kyungpook National University Department of Constructional Disaster Prevention and Environmental Engineering
- 2011 - 2013 Thuyloi University Faculty of Water Resources Engineering
- 2006 - 2011 Thuyloi University Faculty of Water Resources Engineering
Work history (4)：
- 2024/06 - 現在 Chuo University Research and Development Initiative
- 2023/05 - 2024/04 Kyungpook National University Department of Advanced Science and Technology Convergence
- 2020/09 - 2023/04 Kyungpook National University Disaster Prevention Emergency Management Institute
- 2012/09 - 2017/08 Thuyloi University Division of Hydraulic, Faculty of Water Resources Engineering
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