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Journal Articles

A Conceptual Design Method based on C-K Theory and Large Language Models

Accepted Manuscript
Liuqing Chen, Duowei Xia, Zhaojun Jiang, Xinyang Tan, Lingyun Sun, Lin Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1283
https://doi.org/10.1115/1.4066773
Published Online: October 3, 2024
View Article titled, A Conceptual Design Method based on C-K Theory and Large Language Models
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Topics: Conceptual design, Large language models, Design, Engineering systems and industry applications, Machine learning, Space, Wearable devices
Journal Articles

Toward Controllable Generative Design: A Conceptual Design Generation Approach Leveraging the Function–Behavior–Structure Ontology and Large Language Models

Liuqing Chen, Haoyu Zuo, Zebin Cai, Yuan Yin, Yuan Zhang, Lingyun Sun, Peter Childs, Boheng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121401.
Paper No: MD-24-1109
https://doi.org/10.1115/1.4065562
Published Online: July 5, 2024
View Article titled, Toward Controllable Generative Design: A Conceptual Design Generation Approach Leveraging the Function–Behavior–Structure Ontology and Large Language Models
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Topics: Conceptual design, Design, Large language models, Generative design
Includes: Supplementary data
Journal Articles

DesignFusion: Integrating Generative Models for Conceptual Design Enrichment

Liuqing Chen, Qianzhi Jing, Yixin Tsang, Qianyi Wang, Lingyun Sun, Jianxi Luo
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2024, 146(11): 111703.
Paper No: MD-24-1009
https://doi.org/10.1115/1.4065487
Published Online: May 21, 2024
View Article titled, DesignFusion: Integrating Generative Models for Conceptual Design Enrichment
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Topics: Conceptual design, Design
Journal Articles

Interactive 3D Product Information Design in Virtual Reality Shopping Application

Liuqing Chen, Kaitong Qin, Jiaxiang You, Ting Zhang, Yumou Zhang, Tingting Zhou, Yankun Zhen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 054502.
Paper No: JCISE-23-1364
https://doi.org/10.1115/1.4065060
Published Online: March 27, 2024
View Article titled, Interactive 3D Product Information Design in Virtual Reality Shopping Application
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Topics: Design, Virtual reality
Proceedings Papers

Design and User Experience Evaluation of 3D Product Information in XR Shopping Application

Kaitong Qin, Yankun Zhen, Tianshu Dong, Liuqing Chen, Ting Zhang, Yumou Zhang, Tingting Zhou
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A060, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-109088
https://doi.org/10.1115/DETC2023-109088
View Paper titled, Design and User Experience Evaluation of 3D Product Information in XR Shopping Application
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Topics: Design
Proceedings Papers

A Task-Decomposed AI-Aided Approach for Generative Conceptual Design

Boheng Wang, Haoyu Zuo, Zebin Cai, Yuan Yin, Peter Childs, Lingyun Sun, Liuqing Chen
Proc. ASME. IDETC-CIE2023, Volume 6: 35th International Conference on Design Theory and Methodology (DTM), V006T06A009, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-109087
https://doi.org/10.1115/DETC2023-109087
View Paper titled, A Task-Decomposed AI-Aided Approach for Generative Conceptual Design
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Topics: Conceptual design
Journal Articles

A Comparison Study of Human and Machine-Generated Creativity

Liuqing Chen, Lingyun Sun, Ji Han
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051012.
Paper No: JCISE-22-1306
https://doi.org/10.1115/1.4062232
Published Online: April 19, 2023
View Article titled, A Comparison Study of Human and Machine-Generated Creativity
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Topics: Creativity, Machinery, Design
Proceedings Papers

A Study of the Exploratory Creativity Performance Between Machine and Human Designers

Yuan Yin, Kaitong Qin, Huiting Liu, Peter Childs, Lingyun Sun, Liuqing Chen
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A001, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-87505
https://doi.org/10.1115/DETC2022-87505
View Paper titled, A Study of the Exploratory Creativity Performance Between Machine and Human Designers
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Topics: Creativity, Machinery
Proceedings Papers

Implicit Knowledge Discovery in Design Semantic Network by Applying Pythagorean Means on Shortest Path Searching

Feng Shi, Liuqing Chen, Ji Han, Peter Childs
Proc. ASME. IDETC-CIE2017, Volume 1: 37th Computers and Information in Engineering Conference, V001T02A053, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67230
https://doi.org/10.1115/DETC2017-67230
View Paper titled, Implicit Knowledge Discovery in Design Semantic Network by Applying Pythagorean Means on Shortest Path Searching
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Topics: Design, Innovation, Natural language processing, Text analytics, Algorithms, Network analysis, Ontologies
Proceedings Papers

A Network-Based Computational Model for Creative Knowledge Discovery Bridging Human-Computer Interaction and Data Mining

Liuqing Chen, Feng Shi, Ji Han, Peter R. N. Childs
Proc. ASME. IDETC-CIE2017, Volume 7: 29th International Conference on Design Theory and Methodology, V007T06A001, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67228
https://doi.org/10.1115/DETC2017-67228
View Paper titled, A Network-Based Computational Model for Creative Knowledge Discovery Bridging Human-Computer Interaction and Data Mining
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Topics: Computers, Data mining, Creativity, Algorithms, Databases, Evaluation methods, Mining
Journal Articles

A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval

Feng Shi, Liuqing Chen, Ji Han, Peter Childs
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111402.
Paper No: MD-17-1117
https://doi.org/10.1115/1.4037649
Published Online: October 2, 2017
View Article titled, A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval
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Topics: Design, Information retrieval, Ontologies, Probability, Network analysis, Text analytics, Databases