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Journal Articles

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

Accepted Manuscript
Chonghui Zhang, Yaoyao Fiona Zhao, Randy El Haddad
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1218
https://doi.org/10.1115/1.4067318
Published Online: December 5, 2024
View Article titled, Understanding the Impact of Applying Large Language Model in Engineering Design Education
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Topics: Computer-aided design, Education, Engineering design, Large language models, Modeling, Artificial intelligence, Chatgpt, Design, Design education, Design engineering
Journal Articles

Large Language Models in Design and Manufacturing

Accepted Manuscript
Yaoyao Fiona Zhao, Evangelos Niforatos, Tonya Custis, Yan Lu, Jianxi Luo
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1611
https://doi.org/10.1115/1.4067319
Published Online: December 5, 2024
View Article titled, Large Language Models in Design and Manufacturing
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Topics: Design, Large language models, Manufacturing, Engineering design, Engineering systems and industry applications, Engineers, Innovation, Machine learning, Natural language processing, Teams
Journal Articles

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

Accepted Manuscript
Kevin Ma, Daniele Grandi, Christopher McComb, Kosa Goucher-Lambert
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1137
https://doi.org/10.1115/1.4067332
Published Online: December 5, 2024
View Article titled, Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human Crowdsourced Solutions
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Topics: Crowdsourcing, Design, Large language models, Artificial intelligence, Regression analysis, Semantics, User interfaces
Journal Articles

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

Accepted Manuscript
Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Mohammadmehdi Ataei, Hyunmin Cheong, Faez Ahmed
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1230
https://doi.org/10.1115/1.4067333
Published Online: December 5, 2024
View Article titled, DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation
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Topics: Large language models, Design, Computer-aided design, Engineering drawings, Artificial intelligence, Engineering design processes, Engineering systems and industry applications, Engineers, Machine learning, Student competitions
Journal Articles

A Robust Model for Hydrogen Supply Chain Network Design in China under Renewable Energy Uncertainty

Accepted Manuscript
Jiaqi Xu, Qiaofeng Li, Li Zheng
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1464
https://doi.org/10.1115/1.4067214
Published Online: November 21, 2024
View Article titled, A Robust Model for Hydrogen Supply Chain Network Design in China under Renewable Energy Uncertainty
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Topics: China, Design, Hydrogen, Optimization, Renewable energy, Supply chains, Uncertainty, Algorithms, Approximation, Electrolyzers
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

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

Accepted Manuscript
Chenhan Jiang, Rui Huang, Tao Shen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1190
https://doi.org/10.1115/1.4067211
Published Online: November 21, 2024
View Article titled, Generative AI Enabled Conceptualization: Charting ChatGPT's Impacts on Sustainable Service Design Thinking with Network-Based Cognitive Maps
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Topics: Design, Generative artificial intelligence, Sustainability, Chatgpt, Performance, Artificial intelligence, Engineering design processes, Innovation, User interfaces
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
Journal Articles

A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries

Lisha White, Guanglu Zhang, Junwon Seo, Nicholas Lamprinakos, Anthony Rollett, Jonathan Cagan, Yongjie Jessica Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. December 2024, 24(12): 124502.
Paper No: JCISE-24-1154
https://doi.org/10.1115/1.4066574
Published Online: November 5, 2024
View Article titled, A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries
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Topics: Design, Optimization, Pipes, Heat exchangers, High temperature, Heat transfer
Journal Articles

A Matrix-Based Approach to Unified Synthesis of Planar Four-Bar Mechanisms for Motion Generation With Position, Velocity, and Acceleration Constraints

Xueting Deng, Anurag Purwar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2024, 24(12): 121003.
Paper No: JCISE-24-1065
https://doi.org/10.1115/1.4066661
Published Online: November 5, 2024
View Article titled, A Matrix-Based Approach to Unified Synthesis of Planar Four-Bar Mechanisms for Motion Generation With Position, Velocity, and Acceleration Constraints
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Topics: Design, Kinematics
Journal Articles

A Modified Simulated Annealing-Based Method for Hybrid Lattice Support Structure Design in LPBF Additive Manufacturing

Lisha White, Xuan Liang, Guanglu Zhang, Jonathan Cagan, Yongjie Jessica Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2024, 24(12): 121002.
Paper No: JCISE-23-1525
https://doi.org/10.1115/1.4066660
Published Online: October 14, 2024
View Article titled, A Modified Simulated Annealing-Based Method for Hybrid Lattice Support Structure Design in LPBF Additive Manufacturing
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Topics: Annealing, Design, Optimization, Heat, Cantilever beams
Journal Articles

Digital Twins and Civil Engineering Phases: Reorienting Adoption Strategies

Taiwo A. Adebiyi, Nafeezat A. Ajenifuja, Ruda Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. October 2024, 24(10): 100801.
Paper No: JCISE-24-1117
https://doi.org/10.1115/1.4066181
Published Online: September 3, 2024
View Article titled, Digital Twins and Civil Engineering Phases: Reorienting Adoption Strategies
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Topics: Building information modeling, Civil engineering, Construction, Digital twin, Structural health monitoring, Design, Simulation, Internet of things, Modeling, Computer vision
Journal Articles

Network Analysis of Two-Stage Customer Decisions with Preference-Guided Market Segmentation

Accepted Manuscript
Yaxin Cui, Zhuoxin Sun, Yinshuang Xiao, Zhenghui Sha, Johan Koskinen, Noshir Contractor, Wei Chen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1040
https://doi.org/10.1115/1.4066420
Published Online: September 2, 2024
View Article titled, Network Analysis of Two-Stage Customer Decisions with Preference-Guided Market Segmentation
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Topics: Image segmentation, Network analysis, Preferences, Decision making, Modeling, Product design, Design, Systems engineering, Vacuum
Journal Articles

A Framework of Real-Time Knowledge Capture and Formalization for Model-Based Design With Spoken Annotation and Design Operations

Yutaka Nomaguchi, Hiroyuki Morikawa, Rempei Nishida, Kikuo Fujita
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2024, 24(10): 101004.
Paper No: JCISE-23-1354
https://doi.org/10.1115/1.4066094
Published Online: August 21, 2024
View Article titled, A Framework of Real-Time Knowledge Capture and Formalization for Model-Based Design With Spoken Annotation and Design Operations
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Topics: Design, Modeling
Journal Articles

Risk-Based Design Optimization via Scenario Generation and Genetic Programming Under Hybrid Uncertainties

Wei Li, Xiaowei Zhou, Haihong Huang, Akhil Garg, Liang Gao
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2024, 24(10): 101001.
Paper No: JCISE-23-1437
https://doi.org/10.1115/1.4065793
Published Online: July 12, 2024
View Article titled, Risk-Based Design Optimization via Scenario Generation and Genetic Programming Under Hybrid Uncertainties
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Topics: Computer programming, Design, Optimization, Risk, Uncertainty, Risk assessment, Risk-based design
Journal Articles

What to Consider at the Development of Educational Programs and Courses About Next-Generation Cyber-Physical Systems?

Imre Horváth, Zühal Erden
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. October 2024, 24(10): 104501.
Paper No: JCISE-24-1131
https://doi.org/10.1115/1.4065735
Published Online: July 5, 2024
View Article titled, What to Consider at the Development of Educational Programs and Courses About Next-Generation Cyber-Physical Systems?
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Topics: Cyber-physical systems, Education, Design
Journal Articles

A Survey of Function Failure Identification and Propagation Analysis Methods for System Design

David Jensen, Douglas L. Van Bossuyt, Oladapo Bello, Bryan M. O’Halloran, Nikolaos Papakonstantinou
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. September 2024, 24(9): 090801.
Paper No: JCISE-23-1390
https://doi.org/10.1115/1.4065630
Published Online: July 5, 2024
View Article titled, A Survey of Function Failure Identification and Propagation Analysis Methods for System Design
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Topics: Design, Failure, Modeling, Simulation, Decision making, Safety, Risk, Flow (Dynamics)