2026
Journal of Energy Storage
Battery state-of-health estimation via thermoelectric graph learning and interpretable temporal decomposition for real-world electric vehicles
Zhilong Lv, Shiqi (Shawn) Ou, Hao Jing, Haobo Dong, Dapai Shi, Jingyuan Zhao
Communications in Transportation Research
Cross-temporal framework for driving behavior impact on electric vehicle battery health
Hao Qi, Shiqi (Shawn) Ou, Ya-Hui Jia, Zhixia Li, Yuan Lin
Energy
Quantitative modeling of China’s commercial vehicle powertrain transition toward 2050: Market penetration, uncertainty, and policy impacts
Luyang Han, Shiqi(Shawn) Ou, Luo Chen, Ziming Yan, Yi Zhou, Xin He, Tianduo Peng, Vivek T. Seshan, Daniel J. De Castro Gomez
Journal of Energy Storage
A data-driven and physics-based model for assessing real-world usage behavior impacts on electric vehicle battery life
Hao Jing, Jianyao Hu, Shiqi (Shawn) Ou, Xinwu Qian, Hao Qi, Jiankuan Zhu, Haobo Dong
2025
Energy and Climate Change
Transportation in net-zero emissions futures: Insights from the EMF-37 model intercomparison study
Christopher Hoehne, Matteo Muratori, John Bistline, Carol Lenox, David L. McCollum, Morgan Browning, Kara Podkaminer, Robert H. Beach, Robbie Orvis, Shiqi Ou, …
Journal of Energy Chemistry
Scalable and generalizable deep learning for battery state of health estimation in on-road electric vehicles
Hao Jing, Jianyao Hu, Shiqi (Shawn) Ou*, Zhilong Lv, Renzhi Lyu, Jingyuan Zhao*
Transportation Research Part D
Assessing Chinese user satisfaction with electric vehicle battery performance from online reviews
Lanxin Shi, Shiqi (Shawn) Ou*, Yanzi Zhou, Yonglin Wu, Xiaolu Tan, Xin He, Daniel J. De Castro Gomez, Zhenhong Lin
SAE The WCX™ 2025 World Congress Experience（SAE WCX2025）
Decoding User Experience: A Study of Public EV Charging Stations Based on Amap Comments
Haifeng Guo, Shiqi (Shawn) Ou*, Hao Jing, Hao Qi, Lanxin Shi
SAE The WCX™ 2025 World Congress Experience（SAE WCX2025）
Assessing the Energy Impact of Intelligent Driving Technologies on Electric Vehicle: A Comprehensive Review
Tianyi Liu, Hao Qi, Shiqi (Shawn) Ou*
SAE The WCX™ 2025 World Congress Experience（SAE WCX2025）
Projected Perceived Cost of Ownership for Commercial Vehicle Powertrains in China by 2040
Xiaolu Tan, Shiqi(Shawn) Ou*, Shuhong Wu, Yongjian Chen, Zhenhong Lin
SAE The WCX™ 2025 World Congress Experience（SAE WCX2025）
Optimizing Battery Charging Strategies through Q-Learning and Electric Vehicle Powertrain System Modeling
Jiayi Wang, Hao Jing, Shiqi (Shawn) Ou*, Zhenhong Lin
SAE The WCX™ 2025 World Congress Experience（SAE WCX2025）
An Integrated Data-Driven and Physics-Based Approach for Dynamic Operation Simulation of Electric Vehicles
Hao Jing, Jianyao HU, Jianheng Ouyang, Shiqi(Shawn) Ou*
2024
SAE Technical Paper
Reinforcement Learning in Optimizing the Electric Vehicle Battery System Coupling with Driving Behaviors
AIrem Altiner and Shiqi(Shawn) Ou
2023
iScience
Assessing the cost-effectiveness of carbon neutrality for light-duty vehicle sector in China
Xu Hao, Mohamed Ali Saafi, Shiqi Ou*, Xin He, Yilan Jiang, Zhenhong Lin, Rujie Yu, Yu Gan and Zifeng Lu
Transportation Research Part D
Deployment priority of public charging speeds for increasing battery electric vehicle usability
Wan Li, Zhenhong Lin, Shiqi(Shawn) Ou*, Boyu Wang