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Zhangshuan Hou

Pacific Northwest National Laboratory

28H-index
236Paper Count
2.8KCitation Count
Published Papers 47
Publication Date
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An uncertainty-informed Digital Twin framework for optimal long-duration energy storage dispatch
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2026-04-18
err0
errOAAI
errZ. Jason Hou; Tao Fu; Huiying Ren; Dexin Wang; Xu Ma; Di Wu
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Generative modeling for mid-term probabilistic load forecasting based on latent diffusion
errApplied Energy
IF11
err2025-12-30
err0
PREAI
errHyeonjin Kim; Avijit Das; Di Wu; Roshan L. Kini; Zhangshuan Hou; Ning Lu
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Towards automated and real-time multi-object detection of anguilliform fishes from sonar data using YOLOv8 deep learning algorithm
errEcological Informatics
IF7.3
err2025-08-06
err0
errOAAI
errTao Huang; Xiaoqin Zang; Grigoriy Kondyukov; Zhangshuan Hou; Guanze Peng; Joachim Pander; Josef Knott; Juergen Geist; Meklit Berihun Melesse; Paul Jacobson; Zhiqun Daniel Deng
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A unified ensemble soil moisture dataset across the continental United States
errScientific Data
IF6.9
err2025-04-01
err0
errOAAI
errLingcheng Li; Xinming Lin; Yilin Fang; Z. Jason Hou; L. Ruby Leung; Yaoping Wang; Jiafu Mao; Yaping Xu; Elias Massoud; Mingjie Shi
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errSave
On the transferability of residence time distributions in two 10-km long river sections with similar hydromorphic units
errJOURNAL OF HYDROLOGY
IF6.3
err2024-08-01
err0
PREAI
errBao, Jie; Song, Xuehang; Chen, Yunxiang; Fang, Yilin; Lin, Xinming; Hou, Zhangshuan; Duan, Zhuoran; Ren, Huiying; Perkins, William; He, Xiaoliang; Scheibe, Timothy
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Machine Learning Analysis of Impact of Western US Fires on Central US Hailstorms
errADVANCES IN ATMOSPHERIC SCIENCES
IF5.5
err2024-04-11
err1
PREAI
errLin, Xinming; Fan, Jiwen; Zhang, Yuwei; Hou, Z. Jason
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errSave
Quantifying Drivers of Methane Hydrobiogeochemistry in a Tidal River Floodplain System
errWATER
IF3
err2024-01-02
err0
errOAAI
errHou, Z. Jason; Ward, Nicholas D.; Myers-Pigg, Allison N.; Lin, Xinming; Waichler, Scott R.; Wiese Moore, Cora; Norwood, Matthew J.; Regier, Peter; Yabusaki, Steven B.; Burns, Douglas A.
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Global Research Priorities for Holistic Integration of Water and Power Systems
errIEEE OPEN ACCESS JOURNAL OF POWER AND ENERGY
IF3.2
err2024-01-01
err0
errOAAI
errO'Neil, Rebecca; Oikonomou, Konstantinos; Tidwell, Vince; Voisin, Nathalie; Kerby, Jessica; Hou, Z. Jason; Parvania, Masood; Al-Awami, Ali T.; Panteli, Mathaios; Conrad, Steven A.; Brekken, Ted K. A.
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Critical zone identification framework for bulk electric system security assessment
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2024-01-01
err0
errOAAI
errQin, Chuan; Guddanti, Kishan Prudhvi; Vyakaranam, Bharat; Nguyen, Tony; Mahapatra, Kaveri; Nguyen, Quan; Hou, Zhangshuan; Etingov, Pavel; Samaan, Nader
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Smart Sampling of Representative Hourly Power Generation Scenario With High Renewable Penetration
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errChen, Tse-Chun; Ramesh, Meghana; Qin, Chuan; Vyakaranam, Bharat; Hou, Zhangshuan; Douville, Travis C.; Samaan, Nader A.
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Standardized benchmark of historical compound wind and solar energy droughts across the Continental United States
errRENEWABLE ENERGY
IF9.1
err2024-01-01
err7
errOAAI
errBracken, Cameron; Voisin, Nathalie; Burleyson, Casey D.; Campbell, Allison M.; Hou, Z. Jason; Broman, Daniel
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errSave
Predicting future well performance for environmental remediation design using deep learning
errJOURNAL OF HYDROLOGY
IF6.3
err2023-02-01
err1
errOAAI
errSong, Xuehang; Ren, Huiying; Hou, Zhangshuan; Lin, Xinming; Karanovic, Marinko; Tonkin, Matt; Freedman, Vicky L.; Demirkanli, Inci; Mackley, Rob
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errSave
Dynamic Security Analysis Framework for Future Large Grids With High Renewable Penetrations
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errGuddanti, Kishan Prudhvi; Vyakaranam, Bharat; Mahapatra, Kaveri; Hou, Zhangshuan; Etingov, Pavel; Samaan, Nader; Nguyen, Tony; Nguyen, Quan
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errSave
Sensitivity Analysis of Wind and Turbulence Predictions With Mesoscale-Coupled Large Eddy Simulations Using Ensemble Machine Learning
errJOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
IF3.4
err2022-08-19
err4
PREAI
errKaul, Colleen M.; Hou, Zhangshuan Jason; Zhou, Huifen; Rai, Raj K.; Berg, Larry K.
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errSave
Transmission-distribution long-term volt-var planning considering reactive power support capability of distributed PV
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2022-06-01
err7
errOAAI
errQuan Nguyen; Ke, Xinda; Samaan, Nader; Holzer, Jesse; Elizondo, Marcelo; Zhou, Huifen; Hou, Zhangshuan; Huang, Renke; Vallem, Mallikarjuna; Vyakaranam, Bharat; Ghosal, Malini; Makarov, Yuri, V
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Modeling of streamflow in a 30 km long reach spanning 5 years using OpenFOAM 5.x
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-04-07
err6
errOAAI
errChen, Yunxiang; Bao, Jie; Fang, Yilin; Perkins, William A.; Ren, Huiying; Song, Xuehang; Duan, Zhuoran; Hou, Zhangshuan; He, Xiaoliang; Scheibe, Timothy D.
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errSave
Design of a Battery Energy Management System for Capacity Charge Reduction
errIEEE OPEN ACCESS JOURNAL OF POWER AND ENERGY
IF3.2
err2022-01-01
err4
errOAAI
errWu, Di; Ma, Xu; Fu, Tao; Hou, Zhangshuan; Rehm, P. J.; Lu, Ning
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errSave
A novel construct for scaling groundwater-river interactions based on machine-guided hydromorphic classification
errENVIRONMENTAL RESEARCH LETTERS
IF5.6
err2021-09-23
err3
errOAAI
errHou, Zhangshuan; Ren, Huiying; Murray, Christopher J.; Song, Xuehang; Fang, Yilin; Arntzen, Evan, V; Chen, Xingyuan; Stegen, James C.; Huang, Maoyi; Gomez-Velez, Jesus D.; Duan, Zhuoran; Perkins, William A.; Richmond, Marshall C.; Scheibe, Timothy D.
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Improving prediction of surface solar irradiance variability by integrating observed cloud characteristics and machine learning
errSOLAR ENERGY
IF6.6
err2021-09-01
err9
errOAAI
errRiihimaki, Laura D.; Li, Xinya; Hou, Zhangshuan; Berg, Larry K.
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errSave
Scale-dependent spatial variabilities of hydrological exchange flows and transit time in a large regulated river
errJOURNAL OF HYDROLOGY
IF6.3
err2021-07-01
err4
errOAAI
errSong, Xuehang; Fang, Yilin; Bao, Jie; Ren, Huiying; Duan, Zhuoran; Perkins, William; Zhou, Huifen; Hou, Zhangshuan; Chen, Yunxiang; Scheibe, Tim
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
William Nelson
H-index: 143 · Papers: 2.4K
F
Filippo Giorgi
H-index: 120 · Papers: 548
L
L. Ruby Leung
H-index: 115 · Papers: 1.4K
J
John M. Zachara
H-index: 96 · Papers: 504
刘小洪 cover
刘小洪 (Xiaohong Liu)
H-index: 91 · Papers: 713
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