{"id":26,"date":"2024-11-25T17:30:01","date_gmt":"2024-11-25T09:30:01","guid":{"rendered":"https:\/\/www.translab.top\/?page_id=26"},"modified":"2026-04-09T13:53:40","modified_gmt":"2026-04-09T05:53:40","slug":"our-work","status":"publish","type":"page","link":"https:\/\/www.translab.top\/index.php\/our-work\/","title":{"rendered":"\u5b66\u672f\u8bba\u6587"},"content":{"rendered":"\n

2026<\/h3>\n\n\n\n
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\u00a0SAE Technical Paper<\/strong><\/strong><\/p>\n\n\n\n

Generative Agents for High-Fidelity Simulation of Community-Scale Mobility and Energy Behavior<\/strong><\/strong><\/p>\n\n\n\n

Yongjian Chen, Zhifeng Yang, and Shiqi(Shawn) Ou<\/p>\n\n\n\n

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\u00a0SAE Technical Paper<\/strong><\/strong><\/p>\n\n\n\n

A Large Language Model-Based Database for Analyzing the Battery Critical Minerals Supply Chain<\/strong><\/strong><\/p>\n\n\n\n

Juntong Zhu, Wei Luo, Xiang Zhang, Zhifeng Yang, and Shiqi(Shawn) Ou and Xin He<\/p>\n\n\n\n

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\u00a0SAE Technical Paper<\/strong><\/strong><\/p>\n\n\n\n

From LLM to Deep Learning: Efficient Simulation of Last-Mile Energy Behavior in Campus Communities<\/strong><\/strong><\/p>\n\n\n\n

Zhifeng Yang, Yongjian Chen, and Shiqi(Shawn) Ou<\/p>\n\n\n\n

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\u00a0SAE Technical Paper<\/strong><\/strong><\/p>\n\n\n\n

Enabling Sustainable E-Mobility: An Edge\u2013Cloud Collaborative Framework for Battery Lifecycle Health Management in Electric Vehicles<\/strong><\/p>\n\n\n\n

Weimin Gao, Zhilong Lv and Shiqi(Shawn) Ou<\/p>\n\n\n\n

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SAE Technical Paper<\/strong><\/p>\n\n\n\n

Assessing Plug-in Electric Vehicle Adoption:<\/strong> Methodologies, Policy Effects, and Diverging Market<\/strong> Pathways in China, the U.S., and Europe<\/strong><\/p>\n\n\n\n

Wei Luo, Shiqi(Shawn) Ou, Pan Zhou, Tianpeng Wang and Xiaodong Qian<\/p>\n\n\n\n

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\u00a0SAE Technical Paper<\/strong><\/p>\n\n\n\n

Behavioral Determinants of Electric Vehicle Battery Degradation: Evidence from Large-Scale Real-world Operations<\/strong><\/p>\n\n\n\n

Tianyi Liu, Hao Jing, Jiankuan Zhu, Yongjian Chen, Shiqi Ou and Xiaodong Qian<\/p>\n\n\n\n

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 Nature Communications<\/strong><\/p>\n\n\n\n

The potential role of truck-hailing and operational efficiency improvement in China\u2019s road freight decarbonization<\/strong><\/strong><\/p>\n\n\n\n

Xun Xu, Shiqi Ou, Tianduo Peng, Zhenhong Lin, Xunmin Ou, Zhandong Xu, Mi Gan, Dandan Li & Xiaobo Liu<\/p>\n\n\n\n

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Journal of Energy Storage<\/p>\n\n\n\n

Battery state-of-health estimation via thermoelectric graph learning and interpretable temporal decomposition for real-world electric vehicles<\/strong><\/p>\n\n\n\n

Zhilong Lv, Shiqi (Shawn) Ou, Hao Jing, Haobo Dong, Dapai Shi, Jingyuan Zhao<\/p>\n\n\n\n

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Communications in Transportation Research<\/p>\n\n\n\n

Cross-temporal framework for driving behavior impact on electric vehicle battery health<\/strong><\/p>\n\n\n\n

Hao Qi, Shiqi (Shawn) Ou, Ya-Hui Jia, Zhixia Li, Yuan Lin<\/p>\n\n\n\n

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IEEE Transactions on Evolutionary Computation<\/p>\n\n\n\n

Evolutionary Reinforcement Learning with  Late-start Evolution and Clustering Archive<\/strong><\/p>\n\n\n\n

Qiuting Cai, Ya-Hui Jia, Kaitong Zheng, Shiqi Ou, Wei-Neng Chen<\/a><\/p>\n\n\n\n

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Energy<\/p>\n\n\n\n

Quantitative modeling of China\u2019s commercial vehicle powertrain transition toward 2050: Market penetration, uncertainty, and policy impacts<\/strong><\/p>\n\n\n\n

Luyang Han, Shiqi(Shawn) Ou, Luo Chen, Ziming Yan, Yi Zhou, Xin He, Tianduo Peng, Vivek T. Seshan, Daniel J. De Castro Gomez<\/p>\n\n\n\n

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Journal of Energy Storage<\/p>\n\n\n\n

A data-driven and physics-based model for assessing real-world usage behavior impacts on electric vehicle battery life<\/strong><\/p>\n\n\n\n

Hao Jing, Jianyao Hu, Shiqi (Shawn) Ou, Xinwu Qian, Hao Qi, Jiankuan Zhu, Haobo Dong <\/p>\n\n\n\n

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2025<\/h3>\n\n\n\n
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Energy and Climate Change<\/p>\n\n\n\n

Transportation in net-zero emissions futures: Insights from the EMF-37 model intercomparison study<\/strong><\/p>\n\n\n\n

Christopher Hoehne, Matteo Muratori, John Bistline, Carol Lenox, David L. McCollum, Morgan Browning, Kara Podkaminer, Robert H. Beach, Robbie Orvis, Shiqi Ou, …<\/p>\n\n\n\n

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Journal of Energy Chemistry<\/p>\n\n\n\n

Scalable and generalizable deep learning for battery state of health estimation in on-road electric vehicles<\/strong><\/p>\n\n\n\n

Hao Jing, Jianyao Hu, Shiqi (Shawn) Ou*, Zhilong Lv, Renzhi Lyu, Jingyuan Zhao*<\/p>\n\n\n\n

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Transportation Research Part D<\/p>\n\n\n\n

Assessing Chinese user satisfaction with electric vehicle battery performance from online reviews<\/strong><\/p>\n\n\n\n

Lanxin Shi, Shiqi (Shawn) Ou*, Yanzi Zhou, Yonglin Wu, Xiaolu Tan, Xin He, Daniel J. De Castro Gomez, Zhenhong Lin<\/p>\n\n\n\n

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SAE The WCX\u2122 2025 World Congress Experience\uff08SAE WCX2025<\/strong>\uff09 <\/p>\n\n\n\n

Decoding User Experience: A Study of Public EV Charging Stations Based on Amap Comments<\/strong><\/p>\n\n\n\n

Haifeng Guo, Shiqi (Shawn) Ou*, Hao Jing, Hao Qi, Lanxin Shi<\/p>\n\n\n\n

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SAE The WCX\u2122 2025 World Congress Experience\uff08SAE WCX2025<\/strong>\uff09 <\/p>\n\n\n\n

Assessing the Energy Impact of Intelligent Driving Technologies on Electric Vehicle: A Comprehensive Review<\/strong><\/p>\n\n\n\n

Tianyi Liu, Hao Qi, Shiqi (Shawn) Ou*<\/p>\n\n\n\n

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SAE The WCX\u2122 2025 World Congress Experience\uff08SAE WCX2025<\/strong>\uff09 <\/p>\n\n\n\n

Projected Perceived Cost of Ownership for Commercial Vehicle Powertrains in China by 2040<\/strong><\/p>\n\n\n\n

Xiaolu Tan, Shiqi(Shawn) Ou*, Shuhong Wu, Yongjian Chen, Zhenhong Lin<\/p>\n\n\n\n

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SAE The WCX\u2122 2025 World Congress Experience\uff08SAE WCX2025<\/strong>\uff09 <\/p>\n\n\n\n

Optimizing Battery Charging Strategies through Q-Learning and Electric Vehicle Powertrain System Modeling<\/strong><\/p>\n\n\n\n

Jiayi Wang, Hao Jing, Shiqi (Shawn) Ou*, Zhenhong Lin<\/p>\n\n\n\n

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SAE The WCX\u2122 2025 World Congress Experience\uff08SAE WCX2025<\/strong>\uff09 <\/p>\n\n\n\n

An Integrated Data-Driven and Physics-Based Approach for Dynamic Operation Simulation of Electric Vehicles<\/strong><\/p>\n\n\n\n

Hao Jing, Jianyao HU, Jianheng Ouyang, Shiqi(Shawn) Ou*<\/p>\n\n\n\n

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2024<\/h3>\n\n\n\n
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SAE Technical Paper<\/p>\n\n\n\n

Reinforcement Learning in Optimizing the Electric Vehicle Battery System Coupling with Driving Behaviors<\/strong><\/p>\n\n\n\n

AIrem Altiner and Shiqi(Shawn) Ou<\/p>\n\n\n\n

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2023<\/h3>\n\n\n\n
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iScience<\/p>\n\n\n\n

Assessing the cost-effectiveness of carbon neutrality for light-duty vehicle sector in China<\/strong><\/p>\n\n\n\n

Xu Hao, Mohamed Ali Saafi, Shiqi Ou*, Xin He, Yilan Jiang, Zhenhong Lin, Rujie Yu, Yu Gan and Zifeng Lu<\/p>\n\n\n\n

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Transportation Research Part D<\/p>\n\n\n\n

Deployment priority of public charging speeds for increasing battery electric vehicle usability<\/strong><\/p>\n\n\n\n

Wan Li, Zhenhong Lin, Shiqi(Shawn) Ou*, Boyu Wang<\/p>\n\n\n\n

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<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

2026 \u00a0SAE Technical Paper Generative Agents for High-Fi […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-26","page","type-page","status-publish","hentry"],"blocksy_meta":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/pages\/26","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/comments?post=26"}],"version-history":[{"count":27,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/pages\/26\/revisions"}],"predecessor-version":[{"id":1513,"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/pages\/26\/revisions\/1513"}],"wp:attachment":[{"href":"https:\/\/www.translab.top\/index.php\/wp-json\/wp\/v2\/media?parent=26"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}