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Journal Articles

Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Yunqing Li, Hyunwoong Ko, Farhad Ameri

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021010.

Paper No: JCISE-24-1217

https://doi.org/10.1115/1.4067389

Published Online: January 10, 2025

View Article titled, Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Topics: Construction, Large language models, Manufacturing, Ontologies, Retrieval-augmented generation, Supply chains

Journal Articles

Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

Haoyang Xie, Dylan Hoskins, Kyle Rowe, Feng Ju

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021011.

Paper No: JCISE-24-1235

https://doi.org/10.1115/1.4067469

Published Online: January 10, 2025

View Article titled, Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

Topics: Additive manufacturing, Optimization, Printing, Temperature, Temperature profiles, Design

Journal Articles

Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human-Crowdsourced Solutions

Kevin Ma, Daniele Grandi, Christopher McComb, Kosa Goucher-Lambert

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 024501.

Paper No: JCISE-24-1137

https://doi.org/10.1115/1.4067332

Published Online: December 23, 2024

View Article titled, Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human-Crowdsourced Solutions

Topics: Crowdsourcing, Design, Large language models

Journal Articles

DesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation

Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Mohammadmehdi Ataei, Hyunmin Cheong, Faez Ahmed

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021009.

Paper No: JCISE-24-1230

https://doi.org/10.1115/1.4067333

Published Online: December 23, 2024

View Article titled, DesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation

Topics: Computer-aided design, Design, Dimensions, Engineering design, Large language models, Retrieval-augmented generation, Vehicles, Engineers, Engineering drawings, Engineering drawing and drafting

Journal Articles

Understanding the Impact of Applying Large Language Model in Engineering Design Education

Chonghui Zhang, Yaoyao Fiona Zhao, Randous El Haddad

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021008.

Paper No: JCISE-24-1218

https://doi.org/10.1115/1.4067318

Published Online: December 19, 2024

View Article titled, Understanding the Impact of Applying Large Language Model in Engineering Design Education

Topics: Chatgpt, Computer-aided design, Design, Modeling, Students, Feedback, Education, Large language models

Journal Articles

Design Knowledge as Attention Emphasizer in Large Language Model-Based Sentiment Analysis

Yi Han, Mohsen Moghaddam

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021007.

Paper No: JCISE-24-1175

https://doi.org/10.1115/1.4067212

Published Online: December 13, 2024

View Article titled, Design Knowledge as Attention Emphasizer in Large Language Model-Based Sentiment Analysis

Topics: Design, Encryption, Large language models

Journal Articles

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

Xingang Li, Yuewan Sun, Zhenghui Sha

Publisher: ASME

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

Topics: Computer-aided design, Design, Engineering design, Flanges, Gears, Large language models, Shapes, Springs, Three-dimensional computer-aided design, Pipelines

Journal Articles

Generative AI-Enabled Conceptualization: Charting ChatGPT’s Impacts on Sustainable Service Design Thinking With Network-Based Cognitive Maps

Chenhan Jiang, Rui Huang, Tao Shen

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021006.

Paper No: JCISE-24-1190

https://doi.org/10.1115/1.4067211

Published Online: December 12, 2024

View Article titled, Generative AI-Enabled Conceptualization: Charting ChatGPT’s Impacts on Sustainable Service Design Thinking With Network-Based Cognitive Maps

Topics: Design, Sustainability, Performance

Journal Articles

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

Kiarash Naghavi Khanghah, Zihan Wang, Hongyi Xu

Publisher: ASME

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

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

Publisher: ASME

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

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

Publisher: ASME

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

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

Publisher: ASME

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

Topics: Design, Innovation, Large language models

Journal citation

NARROW

Integrating Graph Retrieval-Augmented Generation With Large Language Models for Supplier Discovery

Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human-Crowdsourced Solutions

DesignQA: A Multimodal Benchmark for Evaluating Large Language Models’ Understanding of Engineering Documentation

Understanding the Impact of Applying Large Language Model in Engineering Design Education

Design Knowledge as Attention Emphasizer in Large Language Model-Based Sentiment Analysis

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

Generative AI-Enabled Conceptualization: Charting ChatGPT’s Impacts on Sustainable Service Design Thinking With Network-Based Cognitive Maps

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

Evaluating Large Language Models for Material Selection

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

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

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