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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:

Deep Generative Models in Engineering Design: A Review
Lyle Regenwetter, Amin Heyrani Nobari, Faez Ahmed
Journal of Mechanical Design (2022) Vol. 144, Iss. 7
Open Access | Times Cited: 162

Showing 1-25 of 162 citing articles:

Mechanism and Machine Theory
M.A. Mahmoud
(2024)
Closed Access | Times Cited: 300
A comprehensive literature review of the applications of AI techniques through the lifecycle of industrial equipment
Mahboob Elahi, Samuel Olaiya Afolaranmi, José L. Martínez Lastra, et al.
Discover Artificial Intelligence (2023) Vol. 3, Iss. 1
Open Access | Times Cited: 114
Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial
Venkat Pavan Nemani, Luca Biggio, Xun Huan, et al.
Mechanical Systems and Signal Processing (2023) Vol. 205, pp. 110796-110796
Open Access | Times Cited: 82
Data‐Driven Design for Metamaterials and Multiscale Systems: A Review
Doksoo Lee, Wei Chen, Liwei Wang, et al.
Advanced Materials (2023) Vol. 36, Iss. 8
Open Access | Times Cited: 72
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
Deep learning in computational mechanics: a review
Leon Herrmann, Stefan Kollmannsberger
Computational Mechanics (2024) Vol. 74, Iss. 2, pp. 281-331
Open Access | Times Cited: 28
A Deep Learning-Based CAE Approach for Simulating 3D Vehicle Wheels Under Real-World Conditions
Timileyin Opeyemi Akande, Oluwaseyi Omotayo Alabı, Sunday Adeola Ajagbe
Artificial Intelligence and Applications (2024)
Open Access | Times Cited: 27
Towards Cognitive Intelligence-enabled Product Design: The Evolution, State-of-the-art, and Future of AI-enabled Product Design
Zuoxu Wang, Xinxin Liang, Mingrui Li, et al.
Journal of Industrial Information Integration (2024), pp. 100759-100759
Closed Access | Times Cited: 21
Generative AI and process systems engineering: The next frontier
Benjamin Decardi‐Nelson, Abdulelah S. Alshehri, Akshay Ajagekar, et al.
Computers & Chemical Engineering (2024) Vol. 187, pp. 108723-108723
Open Access | Times Cited: 20
An optimization-centric review on integrating artificial intelligence and digital twin technologies in manufacturing
Vispi Karkaria, Ying-Kuan Tsai, Yi-Ping Chen, et al.
Engineering Optimization (2025), pp. 1-47
Open Access | Times Cited: 3
Machine learning for synthetic gene circuit engineering
Sebastian Palacios, James J. Collins, Domitilla Del Vecchio
Current Opinion in Biotechnology (2025) Vol. 92, pp. 103263-103263
Closed Access | Times Cited: 2
Human-Centered Generative Design Framework: An Early Design Framework to Support Concept Creation and Evaluation
Hasan Demirel, Molly Goldstein, Xinggang Li, et al.
International Journal of Human-Computer Interaction (2023) Vol. 40, Iss. 4, pp. 933-944
Closed Access | Times Cited: 35
Deep Generative Models for Synthetic Data: A Survey
Peter Eigenschink, Thomas Reutterer, Stefan Vamosi, et al.
IEEE Access (2023) Vol. 11, pp. 47304-47320
Open Access | Times Cited: 34
Diffusion Models Beat GANs on Topology Optimization
François Mazé, Faez Ahmed
Proceedings of the AAAI Conference on Artificial Intelligence (2023) Vol. 37, Iss. 8, pp. 9108-9116
Open Access | Times Cited: 28
Enhanced product design and development using Artificial Intelligence (AI), Virtual Reality (VR), Augmented Reality (AR), 4D/5D/6D Printing, Internet of Things (IoT), and blockchain: A review
Nitin Rane, Saurabh Choudhary, Jayesh Rane
SSRN Electronic Journal (2023)
Closed Access | Times Cited: 26
AI Assisted Fashion Design: A Review
Ziyue Guo, Zongyang Zhu, Yi‐Zhi Li, et al.
IEEE Access (2023) Vol. 11, pp. 88403-88415
Open Access | Times Cited: 25
ShipHullGAN: A generic parametric modeller for ship hull design using deep convolutional generative model
Shahroz Khan, Kosa Goucher-Lambert, Κωνσταντίνος Κώστας, et al.
Computer Methods in Applied Mechanics and Engineering (2023) Vol. 411, pp. 116051-116051
Open Access | Times Cited: 23
Generative Artificial Intelligence in Education: Advancing Adaptive and Personalized Learning
Manel Guettala, Samir Bourekkache, Okba Kazar, et al.
Acta Informatica Pragensia (2024) Vol. 13, Iss. 3, pp. 460-489
Open Access | Times Cited: 10
Robustness Analysis of Deep Learning Models for Population Synthesis
Daniel Mensah, Godwin Badu-Marfo, Bilal Farooq
Transportation research procedia (2025) Vol. 82, pp. 3790-3806
Open Access | Times Cited: 1
Intersezione tra intelligenza artificiale generativa e educazione: un’ipotesi
Giancarlo Fortino, Fabrizio Mangione, Francesco Pupo
Journal of Educational Cultural and Psychological Studies (ECPS Journal) (2025), Iss. 30
Open Access | Times Cited: 1
ChatGPT as an inventor: eliciting the strengths and weaknesses of current large language models against humans in engineering design
Daniel Nygaard Ege, Henrik H. Øvrebø, Vegar Stubberud, et al.
Artificial intelligence for engineering design analysis and manufacturing (2025) Vol. 39
Closed Access | Times Cited: 1
Optimizing Metamaterial Inverse Design with 3D Conditional Diffusion Model and Data Augmentation
Xiaoyang Zheng, Junichiro Shiomi, Takayuki Yamada
Advanced Materials Technologies (2025)
Open Access | Times Cited: 1
Machine learning accelerated design of auxetic structures
Menghuan Wang, Sheng Sun, Tong‐Yi Zhang
Materials & Design (2023) Vol. 234, pp. 112334-112334
Open Access | Times Cited: 18
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
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