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Journal Articles

Design Knowledge as Attention Emphasizer in LLM-based Sentiment Analysis

Accepted Manuscript
Yi Han, Mohsen Moghaddam
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1175
https://doi.org/10.1115/1.4067212
Published Online: November 21, 2024
View Article titled, Design Knowledge as Attention Emphasizer in LLM-based Sentiment Analysis
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Topics: Design, Large language models, Encryption, Artificial intelligence, E-commerce
Journal Articles

Reconstruction and Generation of Porous Metamaterial Units Via Variational Graph Autoencoder and Large Language Model

Kiarash Naghavi Khanghah, Zihan Wang, Hongyi Xu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021003.
Paper No: JCISE-24-1176
https://doi.org/10.1115/1.4066095
Published Online: November 15, 2024
View Article titled, Reconstruction and Generation of Porous Metamaterial Units Via Variational Graph Autoencoder and Large Language Model
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Topics: Large language models, Metamaterials
Journal Articles

Evaluating Large Language Models for Material Selection

Daniele Grandi, Yash Patawari Jain, Allin Groom, Brandon Cramer, Christopher McComb
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021004.
Paper No: JCISE-24-1207
https://doi.org/10.1115/1.4066730
Published Online: November 14, 2024
View Article titled, Evaluating Large Language Models for Material Selection
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Topics: Design, Large language models, Temperature, Chain
Journal Articles

A Conceptual Design Method Based on Concept–Knowledge Theory and Large Language Models

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. February 2025, 25(2): 021001.
Paper No: JCISE-24-1283
https://doi.org/10.1115/1.4066773
Published Online: November 12, 2024
View Article titled, A Conceptual Design Method Based on Concept–Knowledge Theory and Large Language Models
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Topics: Conceptual design, Design, Large language models
Journal Articles

Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models

Vasvi Agarwal, Kathryn Jablokow, Christopher McComb
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021002.
Paper No: JCISE-24-1213
https://doi.org/10.1115/1.4066857
Published Online: November 12, 2024
View Article titled, Putting the Ghost in the Machine: Emulating Cognitive Style in Large Language Models
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Topics: Design, Innovation, Large language models
Journal Articles

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

Accepted Manuscript
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.
Paper No: JCISE-24-1211
https://doi.org/10.1115/1.4067085
Published Online: November 7, 2024
View Article titled, LLM4CAD: Multi-Modal Large Language Models for Three-Dimensional Computer-Aided Design Generation
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Topics: Computer-aided design, Large language models, Three-dimensional computer-aided design, Design, Gears, Springs, Artificial intelligence, Bridges (Structures), Computer programming, Engineering systems and industry applications