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T

Tien Giang Nguyen

VNU University of Science

11H-index
25Paper Count
372Citation Count
Published Papers 10
Publication Date
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The Value of Forecasters-in-the-Loop in Real-Time Flood Forecasting in the Age of Machine Learning
errGeophysical Research Letters
IF4.6
err2026-04-24
err0
errOAAI
errVinh Ngoc Tran; Donghui Xu; Phong Le; Jongho Kim; Tam Van Nguyen; Giang Tien Nguyen; Pedro J. Restrepo; Valeriy Y. Ivanov
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errSave
A new framework for quantifying the impacts of climate variability and human activities on streamflow variation with an application to the upper Da river basin
errClimatic Change
IF4.8
err2025-12-08
err0
PREAI
errHai Van Khuong; Don Cao Nguyen; Bich Thi Ngoc Do; Minh Tran Duc Dang; Giang Tien Nguyen
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errSave
Spatial extrapolation in soil salinity and future land cover using hybrid machine learning and land change modeler: case study in the Mekong Delta and the Red River Delta
errEnvironmental Research Letters
IF5.6
err2025-10-03
err0
errOAAI
errHuu Duy Nguyen; Quang-Hai Truong; Thi Ha Thanh Nguyen; Phuong Lan Vu; Le Tuan Pham; Ngoc Tu Bui; Dinh Kha Dang; Tien Giang Nguyen; Tan Phan Van; Quoc-Huy Nguyen; Quang-Thanh Bui; Minh Cuong Ha; Thanh Van Hoang; Alexandru-Ionut Petrisor; Son Van Nghiem
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Prediction of riverbank erosion susceptibility areas of the Vietnam Mekong Delta using machine learning and remote sensing in the context of geographical studies
errPHYSICAL GEOGRAPHY
IF0
err2025-09-01
err0
PREAI
errNguyen, Tien Giang; Dang, Dinh Kha; Ngo, Chi Tuan; Nguyen, Huu Duy; Pham, Viet Thanh; Bui, Quang-Thanh; Can, Thu-Van; Luu, Ninh Van
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errSave
Reconstructing Long-Term Daily Streamflow Data at the Discontinuous Monitoring Station in the Ungauged Transboundary Basin Using Machine Learning
errWATER RESOURCES MANAGEMENT
IF4.7
err2025-01-17
err3
PREAI
errTran, Vinh Ngoc; Nguyen, Hanh Duc; Khuong, Hai Van; Dao, Huy Ba; Le, Quan Huu Minh; Nguyen, Chi Que; Nguyen, Giang Tien
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A deep learning modeling framework with uncertainty quantification for inflow-outflow predictions for cascade reservoirs
errJOURNAL OF HYDROLOGY
IF6.3
err2024-02-01
err9
PREAI
errTran, Vinh Ngoc; Ivanov, Valeriy Y.; Nguyen, Giang Tien; Anh, Tran Ngoc; Nguyen, Phuong Huy; Kim, Dae-Hong; Kim, Jongho
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errSave
Data-Driven Dam Outflow Prediction Using Deep Learning with Simultaneous Selection of Input Predictors and Hyperparameters Using the Bayesian Optimization Algorithm
errWATER RESOURCES MANAGEMENT
IF4.7
err2023-12-01
err6
PREAI
errTran, Vinh Ngoc; Dinh, Duc Dang; Pham, Binh Duy Huy; Dang, Kha Dinh; Anh, Tran Ngoc; Ngoc, Ha Nguyen; Nguyen, Giang Tien
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errSave
Bottom-up approach for flood-risk management in developing countries: a case study in the Gianh River watershed of Vietnam
errNATURAL HAZARDS
IF3.7
err2023-08-10
err8
errOAAI
errNguyen, Huu Duy; Nguyen, Thi Ha Thanh; Nguyen, Quoc-Huy; Nguyen, Tien Giang; Dang, Dinh Kha; Nguyen, Y. Nhu; Bui, Thu Huong; Nguyen, Ngoc Diep; Bui, Quang-Thanh; Brecan, Petre; Petrisor, Alexandru-Ionut
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errSave
Cropland abandonment and flood risks: Spatial analysis of a case in North Central Vietnam
errANTHROPOCENE
IF3.9
err2022-06-01
err9
PREAI
errHuu Duy Nguyen; Vu Dong Pham; Phuong Lan Vu; Thi Ha Thanh Nguyen; Quoc-Huy Nguyen; Tien Giang Nguyen; Dinh Kha Dang; Van Truong Tran; Quang-Thanh Bui; Tuan Anh Lai; Petrisor, Alexandru-Ionut
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errSave
Salinity intrusion prediction using remote sensing and machine learning in data-limited regions: A case study in Vietnam's Mekong Delta
errGEODERMA REGIONAL
IF3.3
err2021-12-01
err26
PREAI
errNguyen, Tien Giang; Tran, Ngoc Anh; Vu, Phuong Lan; Nguyen, Quoc-Huy; Nguyen, Huu Duy; Bui, Quang-Thanh
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
S
S. V. Nghiem
H-index: 50 · Papers: 404
V
V. Y. Ivanov
H-index: 44 · Papers: 243
H
Huu Duy Nguyen
H-index: 32 · Papers: 96
T
Tam Nguyen
H-index: 30 · Papers: 559
J
Jongho Kim
H-index: 26 · Papers: 161
View more