Shimin Liu

Pennsylvania State University — United States

Engineering · Physical Sciences

18h-index1.5kcitations45works17.32yr avg
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Research Topics

Digital Transformation in Industry(25), Manufacturing Process and Optimization(19), Advanced machining processes and optimization(5), Flexible and Reconfigurable Manufacturing Systems(5), Industrial Vision Systems and Defect Detection(4)

Publications45 total

From human-related to human-centric: A review of shop floor scheduling problem under Industry 5.0
Journal of Manufacturing Systems·2025· 4 cited
Trust Anchors in the Sharing Economy: A Study on Trust and Usage Intention in Shijiazhuang’s AI-Era Sharing Economy
Frontiers in Computing and Intelligent Systems·2025Open Access
Effect of Fe-Ni metals on ablation, cavity formation, and recrystallization in laser processing of chondrite meteorite
International Journal of Rock Mechanics and Mining Sciences·2025
Streamlining digital twin development and operation with DTOps
Journal of Intelligent Manufacturing·2025· 3 cited
Digital twin-based smart shop-floor management and control: A review
Advanced Engineering Informatics·2025· 14 cited
Research on the Control Mode Design of Direct Lift Glide Trajectory Based on Dynamic Inverse Control Method
Lecture notes in electrical engineering·2025
Research on Dynamic Modeling and Control Method of Twin-Fuselage Aircraft Considering Control Surface Fault
Lecture notes in electrical engineering·2025
Research on Control Assignment Strategy for Aircraft with Multiple Control Surfaces
Lecture notes in electrical engineering·2025
Trustworthy AI for human-centric smart manufacturing: A survey
Journal of Manufacturing Systems·2024· 18 cited
Intelligent smelting process, management system: Efficient and intelligent management strategy by incorporating large language model
Frontiers of Engineering Management·2024· 17 citedOpen Access
Digital twin-driven smelting process management method for converter steelmaking
Journal of Intelligent Manufacturing·2024· 29 citedOpen Access
A novel six-dimensional digital twin model for data management and its application in roll forming
Advanced Engineering Informatics·2024· 13 cited
An imbalanced small sample slab defect recognition method based on image generation
Journal of Manufacturing Processes·2024· 24 cited
Empowering digital twins with large language models for global temporal feature learning
Journal of Manufacturing Systems·2024· 60 cited
Leveraging error-assisted fine-tuning large language models for manufacturing excellence
Robotics and Computer-Integrated Manufacturing·2024· 77 cited
Resilient digital twin modeling: A transferable approach
Advanced Engineering Informatics·2023· 45 cited
A Novel Bionic Digital Twin-Based Manufacturing System Toward the Mass Customization Paradigm
2023
A novel bionic decision-making mechanism for digital twin-based manufacturing system
Manufacturing Letters·2023· 2 cited
A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting model
Advanced Engineering Informatics·2023· 24 cited
Digital Twin-based manufacturing system: a survey based on a novel reference model
Journal of Intelligent Manufacturing·2023· 58 cited
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Frequent Co-authors

Jinsong Bao(21), Pai Zheng(10), Xuemin Sun(8), Yuqian Lu(7), Yicheng Sun(4), Jie Li(3), Xingwang Shen(3), Tianjie Fu(3), Jie Li(2), Shanyu Lu(2), Jie Li(2), Liqiao Xia(2), Rong Zhang(2), Qibing Lv(2), Peiyu Li(2), Baicun Wang(2), Cunbo Zhuang(2), Hui Shen(2), Jindong Liu(2), Cui Yunxian(2)