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Vinh Ngoc Tran

university of michigan

13H指数
57论文数
543被引数
收录论文 22
发表时间
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Integrating Maximum Entropy Production Theory and Machine Learning to Improve Global Evapotranspiration Modeling将最大熵产生理论与机器学习相结合以改进全球蒸散发建模
errWater Resources Research
IF5
err2026-05-16
err0
errOAAI
errDonghui Xu; Valeriy Ivanov; Vinh Ngoc Tran; Dongyu Feng; Gautam Bisht; Jingfeng Wang; L. Ruby Leung
err分享
err收藏
The Value of Forecasters-in-the-Loop in Real-Time Flood Forecasting in the Age of Machine Learning在机器学习时代，预报员参与实时洪水预报的价值
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
err分享
err收藏
Designing an inundation monitoring and real-time urban flood forecasting system: a synthetic study设计洪水监测和实时城市洪水预报系统：一项综合研究
errJournal of Hydrology
IF6.3
err2026-04-18
err0
errOAAI
errVinh Ngoc Tran; G.Aaron Alexander; Xun Huan; Chen Cheng; Francina Dominguez; Brian Jewett; Kevin Gray; Jongho Kim; Daniel B. Wright; Valeriy Y. Ivanov
err分享
err收藏
A Novel Framework to Project the Permafrost Fate With Explicit Quantification of Soil Property and Future Climate Uncertainties一种新型框架，用于预测永久冻土命运，并明确量化土壤属性和未来气候不确定性
errJournal of Geophysical Research: Earth Surface
IF0
err2025-10-22
err0
errOAAI
errWenbo Zhou; Liujing Zhang; Aleksey Sheshukov; Jingfeng Wang; Modi Zhu; Khachik Sargsyan; Donghui Xu; Desheng Liu; Tianqi Zhang; Valeriy Mazepa; Aleksandr Sokolov; Victor Valdayskikh; Alexander Vasiliev; Vinh Ngoc Tran; Valeriy Ivanov
err分享
err收藏
Toward real-time high-resolution fluvial flood forecasting: A robust surrogate approach based on overland flow models面向实时高分辨率河流洪水预报：一种基于地表径流模型的稳健替代方法
errEnvironmental Modelling & Software
IF4.6
err2025-10-10
err0
PREAI
errGiang V. Nguyen; Chien Pham Van; Vinh Ngoc Tran; Linh Nguyen Van; Giha Lee
err分享
err收藏
Quantifying five decades of shoreline change in relation to river sediment supply along the Phu Yen Coast, Central Vietnam量化越南中部 Phú Yên 海岸线五十年的变化及其与河流沉积物供应的关系
errGeomorphology
IF3.3
err2025-09-04
err0
PREAI
errNguyen Hao Quang; Le Thi Que; Tran Quoc Viet; Tien Dat Pham; Vinh Ngoc Tran; Nguyen Tien Giang; Phong Nguyen Thanh; Duong Tran Anh
err分享
err收藏
Biases in radiative flux observations due to precipitation across the Arctic forest-tundra ecotone由于降水导致的北极森林-苔原过渡带辐射通量观测中的偏差
errAgricultural and Forest Meteorology
IF5.7
err2025-08-27
err0
errOAAI
errTaeho Kim; Wenbo Zhou; Vinh Ngoc Tran; Liujing Zhang; Jingfeng Wang; Modi Zhu; Aleksey Y. Sheshukov; Tianqi Zhang; Desheng Liu; Valeriy S. Mazepa; Alexandr A. Sokolov; Victor V. Valdayskikh; Valeriy Y. Ivanov
err分享
err收藏
CAMELSH: A Large-Sample Hourly Hydrometeorological Dataset and Attributes at Watershed-Scale for CONUSCAMELSH: CONUS流域尺度的每小时大样本水文气象数据集和属性
errScientific Data
IF6.9
err2025-07-28
err0
errOAAI
errVinh Ngoc Tran; Donghui Xu; Tam Van Nguyen; Taeho Kim; Valeriy Y. Ivanov
err分享
err收藏
Advancing parameter uncertainty quantification in hydrology models through integration of variational inference with a differentiable hydrology framework通过将变分推断与可微分水文学框架相结合，推进水文学模型中的参数不确定性量化
errStochastic Environmental Research and Risk Assessment
IF3.6
err2025-06-17
err0
PREAI
errGiang V. Nguyen; Chien Pham Van; Linh Nguyen Van; Vinh Ngoc Tran; Younghun Kim; Giha Lee
err分享
err收藏
Evaluating Rainfall-Runoff Generation Mechanisms of Deep Learning Models Using a Process-Based Rainfall-Runoff Model使用基于过程的降雨径流模型评估深度学习模型的降雨径流生成机制
errWATER RESOURCES MANAGEMENT
IF4.7
err2025-05-03
err0
PREAI
errDuong, Toan D.; Tran, Vinh Ngoc; Nguyen, Tam V.
err分享
err收藏
HydroEcoLSTM: A Python package with graphical user interface for hydro-ecological modeling with long short-term memory neural network
errECOLOGICAL INFORMATICS
IF7.3
err2025-03-01
err0
errOAAI
errNguyen, Tam V.; Tran, Vinh Ngoc; Tran, Hoang; Binh, Doan Van; Duong, Toan D.; Dang, Thanh Duc; Ebeling, Pia
err分享
err收藏
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
err分享
err收藏
Enhancing wildfire mapping accuracy using mono-temporal Sentinel-2 data: A novel approach through qualitative and quantitative feature selection with explainable AI
errECOLOGICAL INFORMATICS
IF7.3
err2024-07-01
err8
errOAAI
errVan, Linh Nguyen; Tran, Vinh Ngoc; V. Nguyen, Giang; Yeon, Minho; Do, May Thi-Tuyet; Lee, Giha
err分享
err收藏
Temporal Changes in Water and Sediment Discharges: Impacts of Climate Change and Human Activities in the Red River Basin (1958-2021) with Projections up to 2100
errWATER
IF3
err2024-04-19
err2
errOAAI
errNguyen, Quang Hao; Tran, Vinh Ngoc
err分享
err收藏
Uncertain Benefits of Using Remotely Sensed Evapotranspiration for Streamflow Estimation-Insights From a Randomized, Large-Sample Experiment
errWATER RESOURCES MANAGEMENT
IF4.7
err2024-04-01
err0
errOAAI
errDo, Hong Xuan; Nguyen, Hung T. T.; Tran, Vinh Ngoc; Le, Manh-Hung; Nguyen, Binh Quang; Pham, Hung T.; Le, Tu Hoang; Binh, Doan Van; Dang, Thanh Duc; Tran, Hoang; Nguyen, Tam V.
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Data reformation - A novel data processing technique enhancing machine learning applicability for predicting streamflow extremes
errADVANCES IN WATER RESOURCES
IF4.2
err2023-12-01
err11
errOAAI
errTran, Vinh Ngoc; Ivanov, Valeriy Y.; Kim, Jongho
err分享
err收藏
Robust and efficient uncertainty quantification for extreme events that deviate significantly from the training dataset using polynomial chaos-kriging
errJOURNAL OF HYDROLOGY
IF6.3
err2022-06-01
err24
PREAI
errTran, Vinh Ngoc; Kim, Jongho
err分享
err收藏
A robust surrogate data assimilation approach to real-time forecasting using polynomial chaos expansion
errJOURNAL OF HYDROLOGY
IF6.3
err2021-07-01
err11
PREAI
errVinh Ngoc Tran; Kim, Jongho
err分享
err收藏

研究方向

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合作学者
合作期刊
L
L. Ruby Leung
H 指数: 115 · 论文数: 1.4K
D
Daniel B. Wright
H 指数: 58 · 论文数: 377
V
V. Y. Ivanov
H 指数: 44 · 论文数: 243
T
Tae Ho Kim
H 指数: 43 · 论文数: 506
D
Desheng Liu
H 指数: 39 · 论文数: 206
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