レスアンヒエン

Le Xuan-Hien

所属機関・部署：
職名：機構准教授

研究分野 (2件)：防災工学 , 水工学

研究キーワード (1件)： Hydrology, Machine Learning, Deep Learning, Flood forecasting, Precipitation bias correction, Landslides

論文 (31件)：

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
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
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
Linh Nguyen Van, Xuan Hien Le, Giang V. Nguyen, Minho Yeon, Younghoon Kim, Giha Lee. Use of Disdrometer Dataset to Detect Kinetic Energy Expenditure and Rainfall Intensity Relationships. Lecture Notes in Civil Engineering. 2024. 344 LNCE. 503-511
Giang V. Nguyen, Xuan Hien Le, Linh Nguyen Van, Sungho Jung, Chanul Choi, Giha Lee. Evaluating the Performance of Light Gradient Boosting Machine in Merging Multiple Satellite Precipitation Products Over South Korea. Lecture Notes in Civil Engineering. 2024. 344 LNCE. 513-522

学歴 (3件)：

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

経歴 (4件)：

2024/06 - 現在中央大学研究開発機構
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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レ スアン ヒエン