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Journal Articles

LLM4CAD: Multimodal Large Language Models for Three-Dimensional Computer-Aided Design Generation

Xingang Li, Yuewan Sun, Zhenghui Sha
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021005.
Paper No: JCISE-24-1211
https://doi.org/10.1115/1.4067085
Published Online: December 12, 2024
View Article titled, LLM4CAD: Multimodal Large Language Models for Three-Dimensional Computer-Aided Design Generation
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Topics: Computer-aided design, Design, Engineering design, Flanges, Gears, Large language models, Shapes, Springs, Three-dimensional computer-aided design, Pipelines
Proceedings Papers

LLM4CAD: Multi-Modal Large Language Models for 3D Computer-Aided Design Generation

Xingang Li, Yuewan Sun, Zhenghui Sha
Proc. ASME. IDETC-CIE2024, Volume 6: 36th International Conference on Design Theory and Methodology (DTM), V006T06A015, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143740
https://doi.org/10.1115/DETC2024-143740
View Paper titled, LLM4CAD: Multi-Modal Large Language Models for 3D Computer-Aided Design Generation
Open the PDF for LLM4CAD: Multi-Modal Large Language Models for 3D Computer-Aided Design Generation in another window
Topics: Computer-aided design, Large language models, Three-dimensional computer-aided design
Journal Articles

A Study on Generative Design Reasoning and Students' Divergent and Convergent Thinking

Alex Brown, Molly H. Goldstein, John Clay, H. Onan Demirel, Xingang Li, Zhenghui Sha
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2024, 146(3): 031405.
Paper No: MD-23-1370
https://doi.org/10.1115/1.4064564
Published Online: February 8, 2024
View Article titled, A Study on Generative Design Reasoning and Students' Divergent and Convergent Thinking
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Topics: Design, Generative design, Students
Journal Articles

Deep Learning Methods of Cross-Modal Tasks for Conceptual Design of Product Shapes: A Review

Xingang Li, Ye Wang, Zhenghui Sha
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Review Articles
J. Mech. Des. April 2023, 145(4): 041401.
Paper No: MD-22-1463
https://doi.org/10.1115/1.4056436
Published Online: January 10, 2023
View Article titled, Deep Learning Methods of Cross-Modal Tasks for Conceptual Design of Product Shapes: A Review
Open the PDF for Deep Learning Methods of Cross-Modal Tasks for Conceptual Design of Product Shapes: A Review in another window
Topics: Conceptual design, Design, Shapes
Proceedings Papers

Deep Learning of Cross-Modal Tasks for Conceptual Design of Engineered Products: A Review

Xingang Li, Ye Wang, Zhenghui Sha
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A016, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90696
https://doi.org/10.1115/DETC2022-90696
View Paper titled, Deep Learning of Cross-Modal Tasks for Conceptual Design of Engineered Products: A Review
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Topics: Conceptual design, Design, Shapes, Computers, Design automation, Engineering design, Engineering prototypes, Feedback
Journal Articles

A Predictive and Generative Design Approach for Three-Dimensional Mesh Shapes Using Target-Embedding Variational Autoencoder

Xingang Li, Charles Xie, Zhenghui Sha
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. November 2022, 144(11): 114501.
Paper No: MD-21-1613
https://doi.org/10.1115/1.4054906
Published Online: August 8, 2022
View Article titled, A Predictive and Generative Design Approach for Three-Dimensional Mesh Shapes Using Target-Embedding Variational Autoencoder
Open the PDF for A Predictive and Generative Design Approach for Three-Dimensional Mesh Shapes Using Target-Embedding Variational Autoencoder in another window
Topics: Generative design, Shapes, Design
Includes: Supplementary data