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Hyunmin Cheong
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Journal Articles

Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation

Mohammadmehdi Ataei, Hyunmin Cheong, Daniele Grandi, Ye Wang, Nigel Morris, Alexander Tessier
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021012.
Paper No: JCISE-24-1172
https://doi.org/10.1115/1.4067388
Published Online: January 16, 2025
View Article titled, Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation
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Topics: 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
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
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
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Topics: Computer-aided design, Design, Dimensions, Engineering design, Large language models, Retrieval-augmented generation, Vehicles, Engineers, Engineering drawings, Engineering drawing and drafting
Proceedings Papers

DesignQA: Benchmarking Multimodal Large Language Models on Questions Grounded in Engineering Documentation

Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Hyunmin Cheong, Faez Ahmed
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A016, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-139024
https://doi.org/10.1115/DETC2024-139024
View Paper titled, DesignQA: Benchmarking Multimodal Large Language Models on Questions Grounded in Engineering Documentation
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Topics: Large language models, Design, Computer-aided design, Engineering design processes, Engineering drawings, Engineers, Student competitions
Proceedings Papers

Elicitron: A Framework for Simulating Design Requirements Elicitation Using Large Language Model Agents

Mohammadmehdi Ataei, Hyunmin Cheong, Daniele Grandi, Ye Wang, Nigel Morris, Alexander Tessier
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A056, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143598
https://doi.org/10.1115/DETC2024-143598
View Paper titled, Elicitron: A Framework for Simulating Design Requirements Elicitation Using Large Language Model Agents
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Topics: Design, Large language models, Product development, Chain, Innovation, Machine learning, Simulation
Journal Articles

Automated Extraction of Function Knowledge From Text

Hyunmin Cheong, Wei Li, Adrian Cheung, Andy Nogueira, Francesco Iorio
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111407.
Paper No: MD-17-1170
https://doi.org/10.1115/1.4037817
Published Online: October 2, 2017
View Article titled, Automated Extraction of Function Knowledge From Text
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Topics: Design, Flow (Dynamics)
Proceedings Papers

Automated Extraction of System Structure Knowledge From Text

Hyunmin Cheong, Wei Li, Francesco Iorio
Proc. ASME. IDETC-CIE2016, Volume 2A: 42nd Design Automation Conference, V02AT03A011, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59551
https://doi.org/10.1115/DETC2016-59551
View Paper titled, Automated Extraction of System Structure Knowledge From Text
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Topics: Automotive brakes, Bicycles, Computer-aided design, Internal combustion engines, Redundancy (Engineering)
Proceedings Papers

Automatic Extraction of Function Knowledge From Text

Hyunmin Cheong, Wei Li, Adrian Cheung, Andy Nogueira, Francesco Iorio
Proc. ASME. IDETC-CIE2015, Volume 2A: 41st Design Automation Conference, V02AT03A013, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47541
https://doi.org/10.1115/DETC2015-47541
View Paper titled, Automatic Extraction of Function Knowledge From Text
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Topics: Design, Flow (Dynamics), Machinery
Proceedings Papers

A Novel Application of Gamification for Collecting High-Level Design Information

Hyunmin Cheong, Wei Li, Francesco Iorio
Proc. ASME. IDETC-CIE2015, Volume 2A: 41st Design Automation Conference, V02AT03A012, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47383
https://doi.org/10.1115/DETC2015-47383
View Paper titled, A Novel Application of Gamification for Collecting High-Level Design Information
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Topics: Design, Computer-aided design, Data mining
Proceedings Papers

Effects of Abstraction on Selecting Relevant Biological Phenomena for Biomimetic Design

Tao Feng, Hyunmin Cheong, L. H. Shu
Proc. ASME. IDETC-CIE2014, Volume 7: 2nd Biennial International Conference on Dynamics for Design; 26th International Conference on Design Theory and Methodology, V007T07A004, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-35296
https://doi.org/10.1115/DETC2014-35296
View Paper titled, Effects of Abstraction on Selecting Relevant Biological Phenomena for Biomimetic Design
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Topics: Biomimetics, Design, Databases
Journal Articles

Effects of Abstraction on Selecting Relevant Biological Phenomena for Biomimetic Design

Tao Feng, Hyunmin Cheong, L. H. Shu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2014, 136(11): 111111.
Paper No: MD-14-1084
https://doi.org/10.1115/1.4028173
Published Online: October 8, 2014
View Article titled, Effects of Abstraction on Selecting Relevant Biological Phenomena for Biomimetic Design
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Topics: Design, Biomimetics
Journal Articles

Retrieving Causally Related Functions From Natural-Language Text for Biomimetic Design

Hyunmin Cheong, L. H. Shu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. August 2014, 136(8): 081008.
Paper No: MD-13-1389
https://doi.org/10.1115/1.4027494
Published Online: June 2, 2014
View Article titled, Retrieving Causally Related Functions From Natural-Language Text for Biomimetic Design
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Topics: Biomimetics, Design
Proceedings Papers

Exploring the Collective Categorization of Biological Information for Biomimetic Design

Jungik (Jay) Son, Christian Raulf, Hyunmin Cheong, L. H. Shu
Proc. ASME. IDETC-CIE2012, Volume 7: 9th International Conference on Design Education; 24th International Conference on Design Theory and Methodology, 393-401, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-71296
https://doi.org/10.1115/DETC2012-71296
View Paper titled, Exploring the Collective Categorization of Biological Information for Biomimetic Design
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Topics: Biomimetics, Design, Algorithms, Indexing (Machining), Semantics
Proceedings Papers

Automatic Extraction of Causally Related Functions From Natural-Language Text for Biomimetic Design

Hyunmin Cheong, L. H. Shu
Proc. ASME. IDETC-CIE2012, Volume 7: 9th International Conference on Design Education; 24th International Conference on Design Theory and Methodology, 373-382, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-70732
https://doi.org/10.1115/DETC2012-70732
View Paper titled, Automatic Extraction of Causally Related Functions From Natural-Language Text for Biomimetic Design
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Topics: Biomimetics, Design, Algorithms, Biology, Natural language processing
Proceedings Papers

Confirmation and Cognitive Bias in Design Cognition

Gregory M. Hallihan, Hyunmin Cheong, L. H. Shu
Proc. ASME. IDETC-CIE2012, Volume 7: 9th International Conference on Design Education; 24th International Conference on Design Theory and Methodology, 913-924, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-71258
https://doi.org/10.1115/DETC2012-71258
View Paper titled, Confirmation and Cognitive Bias in Design Cognition
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Topics: Design, Biomimetics
Proceedings Papers

Extraction and Transfer of Biological Analogies for Creative Concept Generation

Hyunmin Cheong, Ivey Chiu, L. H. Shu
Proc. ASME. IDETC-CIE2010, Volume 5: 22nd International Conference on Design Theory and Methodology; Special Conference on Mechanical Vibration and Noise, 151-166, August 15–18, 2010
Publisher: American Society of Mechanical Engineers
Paper No: DETC2010-29006
https://doi.org/10.1115/DETC2010-29006
View Paper titled, Extraction and Transfer of Biological Analogies for Creative Concept Generation
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Topics: Biology, Biomimetics, Creativity, Design
Proceedings Papers

Effective Analogical Transfer Using Biological Descriptions Retrieved With Functional and Biologically Meaningful Keywords

Hyunmin Cheong, L. H. Shu
Proc. ASME. IDETC-CIE2009, Volume 8: 14th Design for Manufacturing and the Life Cycle Conference; 6th Symposium on International Design and Design Education; 21st International Conference on Design Theory and Methodology, Parts A and B, 763-773, August 30–September 2, 2009
Publisher: American Society of Mechanical Engineers
Paper No: DETC2009-86680
https://doi.org/10.1115/DETC2009-86680
View Paper titled, Effective Analogical Transfer Using Biological Descriptions Retrieved With Functional and Biologically Meaningful Keywords
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Topics: Biology, Design, Engineering design, Engineers
Proceedings Papers

Translating Terms of the Functional Basis Into Biologically Meaningful Keywords

Hyunmin Cheong, L. H. Shu, Robert B. Stone, Daniel A. McAdams
Proc. ASME. IDETC-CIE2008, Volume 4: 20th International Conference on Design Theory and Methodology; Second International Conference on Micro- and Nanosystems, 137-148, August 3–6, 2008
Publisher: American Society of Mechanical Engineers
Paper No: DETC2008-49363
https://doi.org/10.1115/DETC2008-49363
View Paper titled, Translating Terms of the Functional Basis Into Biologically Meaningful Keywords
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Topics: Biology, Design, Engineering design, Product engineering, Students, Undergraduate students