Παρακολούθηση
Xuan-Hien Le
Xuan-Hien Le
Άλλα ονόματαLê Xuân Hiền, 레수안히엔
Institute Associate Professor, Chuo University
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα g.chuo-u.ac.jp - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Application of long short-term memory (LSTM) neural network for flood forecasting
XH Le, HV Ho, G Lee, S Jung
Water 11 (7), 1387, 2019
8632019
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
1102021
Application of convolutional neural network for spatiotemporal bias correction of daily satellite-based precipitation
XH Le, G Lee, K Jung, H An, S Lee, Y Jung
Remote Sensing 12 (17), 2731, 2020
542020
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
492022
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
492021
Application of random forest algorithm for merging multiple satellite precipitation products across South Korea
GV Nguyen, XH Le, LN Van, S Jung, M Yeon, G Lee
Remote Sensing 13 (20), 4033, 2021
432021
RainPredRNN: A new approach for precipitation nowcasting with weather radar echo images based on deep learning
DN Tuyen, TM Tuan, XH Le, NT Tung, TK Chau, P Van Hai, ...
Axioms 11 (3), 107, 2022
282022
River streamflow prediction using a deep neural network: a case study on the Red River, Vietnam
XH Le, HV Ho, G Lee
Korean Journal of Agricultural Science 46 (4), 843-856, 2019
222019
Application of gated recurrent unit (GRU) network for forecasting river water levels affected by tides
XH Le, HV Ho, G Lee
APAC 2019: Proceedings of the 10th International Conference on Asian and …, 2020
212020
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
202023
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
152022
Machine learning approaches for reconstructing gridded precipitation based on multiple source products
GV Nguyen, XH Le, LN Van, S Jung, G Lee
Journal of Hydrology: Regional Studies 48, 101475, 2023
112023
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
102023
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
92024
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
82023
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
82023
Comprehensive relationships between kinetic energy and rainfall intensity based on precipitation measurements from an OTT Parsivel2 optical disdrometer
LN Van, XH Le, GV Nguyen, M Yeon, DTT May, G Lee
Frontiers in Environmental Science 10, 985516, 2022
82022
Predicting maximum scour depth at sluice outlet: a comparative study of machine learning models and empirical equations
XH Le, TTH Le
Environmental Research Communications 6 (1), 015010, 2024
72024
River Water Level Prediction Based on Deep Learning: Case Study on the Geum River, South Korea
XH Le, S Jung, M Yeon, G Lee
Lecture Notes in Civil Engineering, Proceedings of the 3rd International …, 2021
72021
A deep neural network application for forecasting the inflow into the Hoa Binh reservoir in Vietnam
XH Le, HV Ho, G Lee, S Jung
The International Symposium on Lowland Technology (ISLT 2018), 26-28, 2018
72018
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