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OpenAlex Citation Counts

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OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers
Qihao Zhu, Xinyu Zhang, Jianxi Luo
Journal of Mechanical Design (2023) Vol. 145, Iss. 4
Open Access | Times Cited: 46

Showing 1-25 of 46 citing articles:

ChatGPT for design, manufacturing, and education
Xingzhi Wang, Ang Liu, Nabil Anwer, et al.
Procedia CIRP (2023) Vol. 119, pp. 7-14
Open Access | Times Cited: 84
A Mathematical Investigation of Hallucination and Creativity in GPT Models
Minhyeok Lee
Mathematics (2023) Vol. 11, Iss. 10, pp. 2320-2320
Open Access | Times Cited: 56
Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions
Binyang Song, Rui Zhou, Faez Ahmed
Journal of Computing and Information Science in Engineering (2023) Vol. 24, Iss. 1
Open Access | Times Cited: 27
Empowering design innovation using AI-generated content
Jian Jin, Mingyue Yang, Huicong Hu, et al.
Journal of Engineering Design (2024), pp. 1-18
Closed Access | Times Cited: 10
A Mathematical Interpretation of Autoregressive Generative Pre-Trained Transformer and Self-Supervised Learning
Minhyeok Lee
Mathematics (2023) Vol. 11, Iss. 11, pp. 2451-2451
Open Access | Times Cited: 20
Fluid Transformers and Creative Analogies: Exploring Large Language Models’ Capacity for Augmenting Cross-Domain Analogical Creativity
Zijian Ding, Arvind Srinivasan, Stephen MacNeil, et al.
Creativity and Cognition (2023)
Open Access | Times Cited: 17
ChatGPT and finetuned BERT: A comparative study for developing intelligent design support systems
Yunjian Qiu, Yan Jin
Intelligent Systems with Applications (2023) Vol. 21, pp. 200308-200308
Open Access | Times Cited: 17
A knowledge graph-based bio-inspired design approach for knowledge retrieval and reasoning
Liuqing Chen, Zebin Cai, Zhaojun Jiang, et al.
Journal of Engineering Design (2024), pp. 1-31
Open Access | Times Cited: 8
DesignFusion: Integrating Generative Models for Conceptual Design Enrichment
Liuqing Chen, Qianzhi Jing, Yixin Tsang, et al.
Journal of Mechanical Design (2024) Vol. 146, Iss. 11
Closed Access | Times Cited: 8
Opportunities for large language models and discourse in engineering design
Jan Göpfert, Jann Michael Weinand, Patrick Kuckertz, et al.
Energy and AI (2024) Vol. 17, pp. 100383-100383
Open Access | Times Cited: 8
Enhancing mechanical and bioinspired materials through generative AI approaches
Silvia Badini, Stefano Regondi, Raffaele Pugliese
Next Materials (2024) Vol. 6, pp. 100275-100275
Closed Access | Times Cited: 8
Large language models in complex system design
Alejandro Pradas Gomez, Petter Krus, Massimo Panarotto, et al.
Proceedings of the Design Society (2024) Vol. 4, pp. 2197-2206
Open Access | Times Cited: 6
AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge
Liuqing Chen, Zebin Cai, Zhaojun Jiang, et al.
Advanced Engineering Informatics (2024) Vol. 62, pp. 102593-102593
Open Access | Times Cited: 6
Generating TRIZ-inspired guidelines for eco-design using Generative Artificial Intelligence
C.K.M. Lee, Jingying Liang, Kai Leung Yung, et al.
Advanced Engineering Informatics (2024) Vol. 62, pp. 102846-102846
Closed Access | Times Cited: 6
A Comparison Study of Human and Machine-Generated Creativity
Liuqing Chen, Lingyun Sun, Ji Han
Journal of Computing and Information Science in Engineering (2023) Vol. 23, Iss. 5
Open Access | Times Cited: 15
Designing the future of the fourth industrial revolution
Jianxi Luo
Journal of Engineering Design (2023) Vol. 34, Iss. 10, pp. 779-785
Open Access | Times Cited: 15
Human-AI collaboration by design
Binyang Song, Qihao Zhu, Jianxi Luo
Proceedings of the Design Society (2024) Vol. 4, pp. 2247-2256
Open Access | Times Cited: 5
Bio-inspired generative design for engineering products: A case study for flapping wing shape exploration
Zhoumingju Jiang, Yongsheng Ma, Yi Xiong
Advanced Engineering Informatics (2023) Vol. 58, pp. 102240-102240
Closed Access | Times Cited: 11
The innovation paradox: concept space expansion with diminishing originality and the promise of creative artificial intelligence
Serhad Sarica, Jianxi Luo
Design Science (2024) Vol. 10
Open Access | Times Cited: 4
Nature's lessons, AI's power: sustainable process design with generative AI
Mas’udah Mas’udah, Pavel Livotov
Proceedings of the Design Society (2024) Vol. 4, pp. 2129-2138
Open Access | Times Cited: 4
How good is ChatGPT? An exploratory study on ChatGPT's performance in engineering design tasks and subjective decision-making
Wanyu Xu, Maulik C. Kotecha, Daniel A. McAdams
Proceedings of the Design Society (2024) Vol. 4, pp. 2307-2316
Open Access | Times Cited: 4
Artificial Intelligence in Design Process: An Analysis Using Text Mining
Younjung Hwang, Seokjun Jeong, Yi Wu
Applied Artificial Intelligence (2025) Vol. 39, Iss. 1
Open Access
BICAD bio-inspired design method and BICAD assistant design tool
Alkın Yılmaz Akter, Hüdayim Başak
Journal of Engineering Design (2025), pp. 1-23
Closed Access
Human-LLM collaboration in generative design for customization
Xingzhi Wang, Zhoumingju Jiang, Yi Xiong, et al.
Journal of Manufacturing Systems (2025) Vol. 80, pp. 425-435
Closed Access
AskNatureGPT: an LLM-driven concept generation method based on bio-inspired design knowledge
Liuqing Chen, Zebin Cai, Wengteng Cheang, et al.
Journal of Engineering Design (2025), pp. 1-35
Open Access
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