レスアンヒエン (Xuan-Hien Le) - マイポータル

基本情報

所属: 中央大学研究開発機構機構准教授

ORCID iD: https://orcid.org/0000-0002-0947-0805
J-GLOBAL ID: 202401003357656936
researchmap会員ID: R000072490

研究キーワード

Hydrology, Machine Learning, Deep Learning, Flood forecasting, Precipitation bias correction, Landslides

研究分野

経歴

2024年6月 - 現在

中央大学, 研究開発機構
2023年5月 - 2024年4月

Kyungpook National University, Department of Advanced Science and Technology Convergence (Post-Doctoral Researcher)
2020年9月 - 2023年4月

Kyungpook National University, Disaster Prevention Emergency Management Institute (Post-Doctoral Researcher)
2012年9月 - 2017年8月

Thuyloi University, Division of Hydraulic, Faculty of Water Resources Engineering (Lecturer)

学歴

2017年9月 - 2020年8月

Kyungpook National University, Department of Constructional Disaster Prevention and Environmental Engineering
2011年11月 - 2013年10月

Thuyloi University, Faculty of Water Resources Engineering
2006年9月 - 2011年3月

Thuyloi University, Faculty of Water Resources Engineering

主要な論文

Quantitative evaluation of uncertainty and interpretability in machine learning-based landslide susceptibility mapping through feature selection and explainable AI

Xuan-Hien Le, Chanul Choi, Song Eu, Minho Yeon, Giha Lee

Frontiers in Environmental Science 12 2024年7月30日筆頭著者
Quantifying Predictive Uncertainty and Feature Selection in River Bed Load Estimation: A Multi-Model Machine Learning Approach with Particle Swarm Optimization

Xuan-Hien Le, Trung Tin Huynh, Mingeun Song, Giha Lee

Water 2024年7月10日筆頭著者責任著者
Benchmarking the performance and uncertainty of machine learning models in estimating scour depth at sluice outlets

Xuan-Hien Le, Le Thi Thu Hien, Hung Viet Ho, Giha Lee

Journal of Hydroinformatics 2024年7月1日筆頭著者責任著者
Improving rainfall-runoff modeling in the Mekong river basin using bias-corrected satellite precipitation products by convolutional neural networks

Xuan Hien Le, Younghun Kim, Doan Van Binh, Sungho Jung, Duc Hai Nguyen, Giha Lee

Journal of Hydrology 630 2024年2月筆頭著者責任著者
Predicting maximum scour depth at sluice outlet: a comparative study of machine learning models and empirical equations

Xuan Hien Le, Le Thi Thu Hien

Environmental Research Communications 6(1) 2024年1月1日筆頭著者
Deep neural network-based discharge prediction for upstream hydrological stations: a comparative study

Xuan Hien Le, Duc Hai Nguyen, Sungho Jung, Giha Lee

Earth Science Informatics 16(4) 3113-3124 2023年12月筆頭著者責任著者
Towards an efficient streamflow forecasting method for event-scales in Ca River basin, Vietnam

Xuan Hien Le, Linh Nguyen Van, Giang V. Nguyen, Duc Hai Nguyen, Sungho Jung, Giha Lee

Journal of Hydrology: Regional Studies 46 2023年4月筆頭著者
Comparison of bias-corrected multisatellite precipitation products by deep learning framework

Xuan Hien Le, Linh Nguyen Van, Duc Hai Nguyen, Giang V. Nguyen, Sungho Jung, Giha Lee

International Journal of Applied Earth Observation and Geoinformation 116 2023年2月筆頭著者
Performance Comparison of Bias-Corrected Satellite Precipitation Products by Various Deep Learning Schemes

Xuan Hien Le, Duc Hai Nguyen, Giha Lee

IEEE Transactions on Geoscience and Remote Sensing 61 2023年筆頭著者
Machine learning for high-resolution landslide susceptibility mapping: case study in Inje County, South Korea

Xuan Hien Le, Song Eu, Chanul Choi, Duc Hai Nguyen, Minho Yeon, Giha Lee

Frontiers in Earth Science 11 2023年筆頭著者
Multi-step-ahead water level forecasting for operating sluice gates in Hai Duong, Vietnam

Hung Viet Ho, Duc Hai Nguyen, Xuan Hien Le, Giha Lee

Environmental Monitoring and Assessment 194(6) 2022年6月筆頭著者責任著者
Comparison of Deep Learning Techniques for River Streamflow Forecasting

Xuan Hien Le, Duc Hai Nguyen, Sungho Jung, Minho Yeon, Giha Lee

IEEE Access 9 71805-71820 2021年筆頭著者
Application of convolutional neural network for spatiotemporal bias correction of daily satellite-based precipitation

Xuan Hien Le, Giha Lee, Kwansue Jung, Hyun Uk An, Seungsoo Lee, Younghun Jung

Remote Sensing 12(17) 2020年9月筆頭著者
Application of Long Short-Term Memory (LSTM) neural network for flood forecasting

Xuan Hien Le, Hung Viet Ho, Giha Lee, Sungho Jung

Water (Switzerland) 11(7) 2019年筆頭著者

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