Fang Y., H.V. Tran, and L. Leung. 2025. "Subsurface hydrological controls on the short-term effects of hurricanes on nitrate-nitrogen runoff loading: a case study of Hurricane Ida using the Energy Exascale Earth System Model (E3SM) Land Model (v2.1)." Geoscientific Model Development 18, no. 1:19-32. PNNL-SA-197064. doi:10.5194/gmd-18-19-2025
Nguyen T., V.N. Tran, H.V. Tran, B. Doan, T.D. Duong, T.D. Dang, and P. Ebeling. 2025. "HydroEcoLSTM: A Python Package with Graphical User Interface for Hydro-ecological Modelling with Long Short-Term Memory Neural Network." Ecological Informatics 85, no. _:Art. No. 102994. PNNL-SA-207331. doi:10.1016/j.ecoinf.2025.102994
Tran H.V., T. Zhou, Z. Tan, Y. Fang, and L. Leung. 2025. "Improving the prediction of daily reservoir releases over the CONUS using conditioned LSTM." Journal of Hydrology 661, Part C:Art. No. 133750. PNNL-SA-203350. doi:10.1016/j.jhydrol.2025.133750
Tran V.N., T. Kim, D. Xu, H.V. Tran, M. Le, T. Tran, and J. Kim, et al. 2025. "AI Improves the Accuracy, Reliability, and Economic Value of Continental-Scale Flood Predictions." AGU Advances 6, no. 3:Art. No. e2025AV001678. PNNL-SA-195159. doi:10.1029/2025AV001678
2024
Bennett A., H.V. Tran, L. De La Fuente, A. Triplett, Y. Ma, P. Melchior, and R.M. Maxwell, et al. 2024. "Spatio-temporal machine learning for regional to continental scale terrestrial hydrology." Journal of Advances in Modeling Earth Systems 16, no. 6:e2023MS004095. PNNL-SA-198599. doi:10.1029/2023MS004095
Hull R., E. Leonarduzzi, L. De La Fuente, H.V. Tran, A. Bennett, P. Melchior, and R.M. Maxwell, et al. 2024. "Simulation-Based Inference for Parameter Estimation of Complex Watershed Simulators." Hydrology and Earth System Sciences 28, no. 20:4685-4713. PNNL-SA-175708. doi:10.5194/hess-28-4685-2024
Swilley J., D. Tijerina-Kreuzer, H.V. Tran, J. Zhang, C. Yang, L.E. Condon, and R.M. Maxwell. 2024. "Continental scale hydrostratigraphy: comparing geologically informed data products to analytical solutions." Groundwater 62, no. 1:75-92. PNNL-SA-190398. doi:10.1111/gwat.13354
Tijerina-Kreuzer D., J. Swilley, H.V. Tran, J. Zhang, B. West, C. Yang, and L. Condon, et al. 2024. "Continental scale hydrostratigraphy: basin-scale testing of alternative data-driven approaches." Groundwater 62, no. 1:93-110. PNNL-SA-190845. doi:10.1111/gwat.13357
Tran H.V., Y. Fang, Z. Tan, T. Zhou, and L. Leung. 2024. "Quantifying the impacts of land-cover change on the hydrologic response to Hurricane Ida in the Lower Mississippi River Basin." Journal of Hydrometeorology 25, no. 6:899-914. PNNL-SA-185879. doi:10.1175/JHM-D-23-0094.1
2023
Tran H.V., C. Yang, L. Condon, and R.M. Maxwell. 2023. "The Budyko shape parameter as a descriptive index for streamflow loss." Frontiers in Water 5. PNNL-SA-187223. doi:10.3389/frwa.2023.1258367
Yang C., C. Ponder, B. Wang, H.V. Tran, J. Zhang, J. Swilley, and L.E. Condon, et al. 2023. "Accelerating the Lagrangian particle tracking in hydrologic modeling to continental-scale." Journal of Advances in Modeling Earth Systems 15, no. 5:Art. No. e2022MS003507. PNNL-SA-175029. doi:10.1029/2022MS003507
Yang C., D. Tijerina-Kreuzer, H.V. Tran, L. Condon, and R.M. Maxwell. 2023. "A high-resolution, 3D groundwater-surface water simulation of the contiguous US: Advances in the integrated ParFlow CONUS 2.0 modeling platform." Journal of Hydrology 626, no. Part B:Art. No. 130294. PNNL-SA-191029. doi:10.1016/j.jhydrol.2023.130294