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Chun-Hsien Chen

School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore

Singapore, 639798

Singapore

  • School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore

SCHOLARLY PAPERS

4

DOWNLOADS

389

TOTAL CITATIONS

3

Scholarly Papers (4)

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1.

Disruption Mitigation in Complex Hybrid Supply and Production FMCG Networks: A Digital Twin Approach

Proceedings of the 12th Conference on Learning Factories (CLF 2022)
Number of pages: 6 Posted: 07 Apr 2022 Last Revised: 01 Jun 2022
Kendrik Yan Hong Lim, Le Van Dang, Charles Ng, Chan Qijian and Chun-Hsien Chen
Advanced Remanufacturing and Technology Centre, Agency for Science, Technology and Research (A*STAR), Singapore, Advanced Remanufacturing and Technology Centre, Agency for Science, Technology and Research (A*STAR), Singapore, Advanced Remanufacturing and Technology Centre, Agency for Science, Technology and Research (A*STAR), Singapore, Advanced Remanufacturing and Technology Centre, Agency for Science, Technology and Research (A*STAR), Singapore and School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
Downloads 261 (296,486)
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Resilient supply chains, Multi-echelon networks, Fast-moving consumer goods (FMCG), Digital twins, Disruption mitigation

2.

Advancing cognitive intelligence in complex product design: Method and system for design intention-driven knowledge recommendation

Downloads 60 (980,173)

Advancing cognitive intelligence in complex product design: Method and system for design intention-driven knowledge recommendation

Number of pages: 28 Posted: 02 Sep 2025
Mingrui Li, Zuoxu Wang, Fan Li, Jihong Liu and Chun-Hsien Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, Hong Kong Polytechnic University, affiliation not provided to SSRN and School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
Downloads 33 (1,326,242)

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design intention, knowledge recommendation, complex product design, EEG, gaze data

Advancing cognitive intelligence in complex product design: Method and system for design intention-driven knowledge recommendation

Number of pages: 35 Posted: 28 Oct 2025
Zuoxu Wang, Mingrui Li, Fan Li, Jihong Liu and Chun-Hsien Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, Hong Kong Polytechnic University, affiliation not provided to SSRN and School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
Downloads 27 (1,415,710)

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design intention, knowledge recommendation, complex product design, EEG, gaze data

3.

Predicting Detection Failures in Air Traffic Control: Leveraging Fixation-state Transitions and LLM-driven Probabilistic Threshold Tuning

Downloads 52 (1,074,648)

Predicting Detection Failures in Air Traffic Control: Leveraging Fixation-state Transitions and LLM-driven Probabilistic Threshold Tuning

Number of pages: 29 Posted: 19 Nov 2025
Zhimin Li, Mengtao Lyu, Hongliang Qiao, Yang Tiance, Chun-Hsien Chen and Fan Li
Hong Kong Polytechnic University, Georgia Institute of Technology, Hong Kong Polytechnic University, Hong Kong Polytechnic University, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore and Hong Kong Polytechnic University
Downloads 29 (1,385,838)

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Detection failure, visual attention, Class imbalance, Large Language Model, probabilistic threshold adjustment

Predicting Detection Failures in Air Traffic Control: Leveraging Fixation-state Transitions and LLM-driven Probabilistic Threshold Tuning

Number of pages: 29 Posted: 19 Nov 2025
Zhimin Li, Mengtao Lyu, Hongliang Qiao, Yang Tiance, Chun-Hsien Chen and Fan Li
Hong Kong Polytechnic University, Georgia Institute of Technology, Hong Kong Polytechnic University, Hong Kong Polytechnic University, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore and Hong Kong Polytechnic University
Downloads 23 (1,486,852)

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Detection failure, visual attention, Class imbalance, Large Language Model, probabilistic threshold adjustment

4.

A Trustworthy Hybrid Human–AI Framework Enabled by LLM for Context-Aware and Explainable Stress Detection and Intervention in Safety-Critical Environments

Number of pages: 37 Posted: 30 Apr 2026
Shuhui Lyu, Chun-Hsien Chen, Ziqing Xia and Kendrik Yan Hong Lim
Nanyang Technological University, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Tongji University and affiliation not provided to SSRN
Downloads 16 (1,518,554)

Abstract:

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: Stress detection, In-Context Learning (ICL), Knowledge Graph-enhanced RAG (GraphRAG), Explainable AI, Trustworthy human-AI collaboration, Safety-critical occupation