Vinh Ngoc Tran

Breaking Down the Computational Barriers to Real‐Time Urban Flood Forecasting

V. Y. Ivanov, Donghui Xu, M. C. Dwelle et al. · Geophysical Research Letters · 2021 · 87 citations · Full text

Hydrological Prediction, Engineering, Hydrologic Engineering +21

Investigating the Future Flood and Drought Shifts in the Transboundary Srepok River basin Using CMIP6 Projections

Thanh‐Nhan‐Duc Tran, Binh Quang Nguyen, Vinh Ngoc Tran et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2024 · 72 citations · Full text

Hydrological Behaviour, Hydrological Prediction, Engineering +21

A Novel Modeling Framework for Computationally Efficient and Accurate Real‐Time Ensemble Flood Forecasting With Uncertainty Quantification

Vinh Ngoc Tran, M. C. Dwelle, Khachik Sargsyan et al. · Water Resources Research · 2020 · 34 citations · Full text

Forecasting Methodology, Hydrological Prediction, Engineering +21

Improving the Accuracy of Dam Inflow Predictions Using a Long Short-Term Memory Network Coupled with Wavelet Transform and Predictor Selection

Trung Duc Tran, Vinh Ngoc Tran, Jongho Kim · Mathematics · 2021 · 32 citations · Full text

Engineering, Machine Learning, Predictor Selection +26

Robust and efficient uncertainty quantification for extreme events that deviate significantly from the training dataset using polynomial chaos-kriging

Vinh Ngoc Tran, Jongho Kim · Journal of Hydrology · 2022 · 32 citations

Engineering, Data Science, Uncertainty Modeling +9