Shanhe Lou

1.0k total citations
45 papers, 649 citations indexed

About

Shanhe Lou is a scholar working on Industrial and Manufacturing Engineering, Control and Systems Engineering and Social Psychology. According to data from OpenAlex, Shanhe Lou has authored 45 papers receiving a total of 649 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Industrial and Manufacturing Engineering, 14 papers in Control and Systems Engineering and 11 papers in Social Psychology. Recurrent topics in Shanhe Lou's work include Manufacturing Process and Optimization (10 papers), Digital Transformation in Industry (10 papers) and Color perception and design (8 papers). Shanhe Lou is often cited by papers focused on Manufacturing Process and Optimization (10 papers), Digital Transformation in Industry (10 papers) and Color perception and design (8 papers). Shanhe Lou collaborates with scholars based in China, Singapore and Macao. Shanhe Lou's co-authors include Yixiong Feng, Chen Lv, Jianrong Tan, Hao Zheng, Yicong Gao, Zhongxu Hu, Zhiwu Li, Xiao Wang, Yang Xing and Yiran Zhang and has published in prestigious journals such as Scientific Reports, Expert Systems with Applications and IEEE Access.

In The Last Decade

Shanhe Lou

40 papers receiving 626 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Shanhe Lou China 15 220 100 98 89 87 45 649
Windo Hutabarat United Kingdom 14 636 2.9× 98 1.0× 60 0.6× 82 0.9× 67 0.8× 43 1.1k
John Oyekan United Kingdom 14 504 2.3× 127 1.3× 40 0.4× 34 0.4× 71 0.8× 61 1.1k
Michael Abramovici Germany 14 460 2.1× 48 0.5× 46 0.5× 216 2.4× 42 0.5× 54 1000
Jihong Liu China 13 203 0.9× 73 0.7× 45 0.5× 66 0.7× 17 0.2× 78 493
Magnus Holm Sweden 15 474 2.2× 54 0.5× 63 0.6× 68 0.8× 49 0.6× 42 838
Carla C. Madni United States 7 443 2.0× 135 1.4× 36 0.4× 67 0.8× 38 0.4× 23 763
Saber Darmoul Saudi Arabia 15 177 0.8× 179 1.8× 63 0.6× 38 0.4× 21 0.2× 47 611
Dongmin Shin South Korea 12 113 0.5× 44 0.4× 40 0.4× 47 0.5× 43 0.5× 67 474
Jivka Ovtcharova Germany 15 309 1.4× 138 1.4× 37 0.4× 82 0.9× 18 0.2× 99 829
Yue Yin Hong Kong 9 348 1.6× 117 1.2× 42 0.4× 27 0.3× 33 0.4× 14 717

Countries citing papers authored by Shanhe Lou

Since Specialization
Citations

This map shows the geographic impact of Shanhe Lou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Shanhe Lou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shanhe Lou more than expected).

Fields of papers citing papers by Shanhe Lou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shanhe Lou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Shanhe Lou. The network helps show where Shanhe Lou may publish in the future.

Co-authorship network of co-authors of Shanhe Lou

This figure shows the co-authorship network connecting the top 25 collaborators of Shanhe Lou. A scholar is included among the top collaborators of Shanhe Lou based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Shanhe Lou. Shanhe Lou is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Lou, Shanhe, et al.. (2025). Large language model-enabled cognitive agent for self-aware manufacturing. Journal of Manufacturing Systems. 82. 1213–1226. 1 indexed citations
2.
Lou, Shanhe, et al.. (2025). More attention for computer-aided conceptual design: A multimodal data-driven interactive design method. Advanced Engineering Informatics. 65. 103392–103392.
3.
Wu, Xuanyu, Yixiong Feng, Shanhe Lou, et al.. (2024). A multi-criteria decision-making approach for pressurized water reactor based on hesitant fuzzy-improved cumulative prospect theory and 2-additive fuzzy measure. Journal of Industrial Information Integration. 40. 100631–100631. 5 indexed citations
4.
Hu, Bingtao, et al.. (2024). Multi-factor embedding GNN-based traffic flow prediction considering intersection similarity. Neurocomputing. 620. 129193–129193. 7 indexed citations
5.
6.
Lou, Shanhe, et al.. (2024). Personalized Disassembly Sequence Planning for a Human–Robot Hybrid Disassembly Cell. IEEE Transactions on Industrial Informatics. 20(9). 11372–11383. 9 indexed citations
7.
Hu, Zhongxu, et al.. (2024). Human–machine cooperative decision-making and planning for automated vehicles using spatial projection of hand gestures. Advanced Engineering Informatics. 62. 102864–102864. 4 indexed citations
8.
Zhang, Yiran, Shanhe Lou, Peng Hang, et al.. (2024). Interactive Prediction and Decision-Making for Autonomous Vehicles: Online Active Learning With Traffic Entropy Minimization. IEEE Transactions on Intelligent Transportation Systems. 25(11). 17718–17732. 4 indexed citations
9.
Lou, Shanhe, et al.. (2024). Uncertainty-aware Reinforcement Learning for Autonomous Driving with Multimodal Digital Driver Guidance. 32. 18355–18361. 1 indexed citations
10.
Tian, Yonglin, et al.. (2024). Parallel Driving with Big Models and Foundation Intelligence in Cyber–Physical–Social Spaces. Research. 7. 349–349. 14 indexed citations
11.
Lou, Shanhe, et al.. (2024). Multi-modal LLM-enabled Long-horizon Skill Learning for Robotic Manipulation. 14–19. 3 indexed citations
12.
Wu, Xuanyu, Yixiong Feng, Shanhe Lou, et al.. (2023). Improving NeuCube spiking neural network for EEG-based pattern recognition using transfer learning. Neurocomputing. 529. 222–235. 14 indexed citations
13.
Feng, Yixiong, Xuanyu Wu, Shanhe Lou, et al.. (2023). Design optimization for pressurized water reactor using improved quantum fish swarm algorithm and intuitionistic linguistic decision-making. Advanced Engineering Informatics. 59. 102315–102315. 9 indexed citations
14.
Feng, Yixiong, et al.. (2023). Extraction of evolutionary factors in smart manufacturing systems with heterogeneous product preferences and trust levels. Engineering Applications of Artificial Intelligence. 129. 107655–107655. 1 indexed citations
15.
Lou, Shanhe, et al.. (2023). A function-behavior mapping approach for product conceptual design inspired by memory mechanism. Advanced Engineering Informatics. 58. 102236–102236. 9 indexed citations
16.
Lou, Shanhe, et al.. (2023). Brain-like Behavior Effect-inspiring and Principle Structure-combining Method for Mechanical Product Conceptual Design. Journal of Mechanical Engineering. 59(24). 344–344. 1 indexed citations
17.
Feng, Yixiong, et al.. (2023). Overview and Prospects of Uncertain Intelligent Design for Complex Products. Journal of Mechanical Engineering. 59(19). 213–213. 4 indexed citations
18.
Li, Mingdong, Shanhe Lou, Hao Zheng, et al.. (2023). A cognitive analysis-based key concepts derivation approach for product design. Expert Systems with Applications. 236. 121289–121289. 11 indexed citations
19.
Hu, Bingtao, et al.. (2023). Construction of Human Digital Twin Model Based on Multimodal Data and Its Application in Locomotion Mode Identification. Chinese Journal of Mechanical Engineering. 36(1). 18 indexed citations
20.
Lou, Shanhe, Yixiong Feng, Zhiwu Li, et al.. (2020). An Edge-Based Distributed Decision-Making Method for Product Design Scheme Evaluation. IEEE Transactions on Industrial Informatics. 17(2). 1375–1385. 49 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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