Publications

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*

SAE Technical Paper

Reinforcement Learning in Optimizing the Electric Vehicle Battery System Coupling with Driving Behaviors

AIrem Altiner and Shiqi(Shawn) Ou

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