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Proceedings Papers

Well-Formed Quality of System Requirements for Verifying to ISO 29148-2018: A Natural Language Processing (NLP) Based Framework and Quantitative Metric

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Chandan Kumar Sahu, Vedant Rai, Vinit Roshan
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A013, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-139583
https://doi.org/10.1115/DETC2024-139583
View Paper titled, Well-Formed Quality of System Requirements for Verifying to ISO 29148-2018: A Natural Language Processing (NLP) Based Framework and Quantitative Metric
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Topics: Natural language processing, Design, Scalars, System architecture
Proceedings Papers

Material Selection Using Large Language Models

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Yash Patawari Jain, Daniele Grandi, Allin Groom, Brandon Cramer, Christopher McComb
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A058, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143751
https://doi.org/10.1115/DETC2024-143751
View Paper titled, Material Selection Using Large Language Models
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Topics: Large language models, Design, Conceptual design, Manufacturing, Architecture, Construction, Cycles, Natural language processing, Optimization, Preferences
Proceedings Papers

Evaluating Design Rationale

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Yakira Mirabito, Xiaowen Liu, Kosa Goucher-Lambert
Proc. ASME. IDETC-CIE2024, Volume 6: 36th International Conference on Design Theory and Methodology (DTM), V006T06A008, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142788
https://doi.org/10.1115/DETC2024-142788
View Paper titled, Evaluating Design Rationale
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Topics: Design, Dimensions, Generative design, Machinery, Natural language processing
Proceedings Papers

Combining TRIZ and NLP to Identify Promising Problem-Solving Approaches for Emerging Technologies: A Preliminary Study

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Abhijeet Bhattacharya, Calahan Mollan, Shreya Gupta, Vijitashwa Pandey
Proc. ASME. IDETC-CIE2024, Volume 6: 36th International Conference on Design Theory and Methodology (DTM), V006T06A034, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143191
https://doi.org/10.1115/DETC2024-143191
View Paper titled, Combining TRIZ and NLP to Identify Promising Problem-Solving Approaches for Emerging Technologies: A Preliminary Study
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Topics: Natural language processing, Digital twin, Engineering disciplines, Engineering research, Inventions, Machine learning, Patents, Virtual reality
Proceedings Papers

Conceptual Design Generation Using Large Language Models

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Kevin Ma, Daniele Grandi, Christopher McComb, Kosa Goucher-Lambert
Proc. ASME. IDETC-CIE2023, Volume 6: 35th International Conference on Design Theory and Methodology (DTM), V006T06A021, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116838
https://doi.org/10.1115/DETC2023-116838
View Paper titled, Conceptual Design Generation Using Large Language Models
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Topics: Conceptual design, Crowdsourcing, Design, Natural language processing, Machine learning
Proceedings Papers

Model Architecture Exploration Using ChatGPT for Specific Manufacturing Applications

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Javier Villena Toro, Mehdi Tarkian
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A091, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116483
https://doi.org/10.1115/DETC2023-116483
View Paper titled, Model Architecture Exploration Using ChatGPT for Specific Manufacturing Applications
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Topics: Machine learning, Manufacturing, Bridges (Structures), Computers, Fixturing, Natural language processing, Production planning, Welding
Proceedings Papers

Developing Requirements for a Manufacturing Training Platform: A Three-Pronged Approach

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Rahul Sharan Renu, James Righter, Jada Lytch
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A052, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89556
https://doi.org/10.1115/DETC2022-89556
View Paper titled, Developing Requirements for a Manufacturing Training Platform: A Three-Pronged Approach
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Topics: Manufacturing, Natural language processing
Proceedings Papers

Toward Generating System Architecture and Formal Functional Description in the Architecture Analysis & Design Language (AADL) With Structured Natural Language

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Anshumaan Chauhan, Parth Ganeriwala, Chiradeep Sen, Siddhartha Bhattacharyya
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A077, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90002
https://doi.org/10.1115/DETC2022-90002
View Paper titled, Toward Generating System Architecture and Formal Functional Description in the Architecture Analysis & Design Language (AADL) With Structured Natural Language
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Topics: Design, System architecture, Aerospace industry, Computation, Errors, Formal methods, Modeling, Natural language processing
Proceedings Papers

Design and Research of Intelligent QA System for Flight Crew Operating Manual

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Xin Tan, Jingshu Zhong, Yu Jin, Yan Liang, Yu Zheng, Ying Liu
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A068, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90768
https://doi.org/10.1115/DETC2022-90768
View Paper titled, Design and Research of Intelligent QA System for Flight Crew Operating Manual
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Topics: Design, Flight, Aviation, Natural language processing, Nonlinear programming, Pressure
Proceedings Papers

Toward Formal Qualitative Reasoning to Support Functional Decomposition

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Xiaoyang Mao, Chiradeep Sen
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A046, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89940
https://doi.org/10.1115/DETC2022-89940
View Paper titled, Toward Formal Qualitative Reasoning to Support Functional Decomposition
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Topics: Algorithms, Design, Flow (Dynamics), Formal methods, Heating, Natural language processing, Physics, Systems engineering, Topology
Proceedings Papers

Natural Language Processing for Content Analysis of Communication in Collaborative Design

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Sachin H. Lokesh, Ashish M. Chaudhari, Joseph Thekinen, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A063, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90895
https://doi.org/10.1115/DETC2022-90895
View Paper titled, Natural Language Processing for Content Analysis of Communication in Collaborative Design
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Topics: Design, Natural language processing, Teams, Engineering design, Intent recognition, Flow (Dynamics), Time series, Undergraduate students
Proceedings Papers

Knowledge Extraction Method to Support Domain Integrated Design Methodology

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Siyuan Sun, Pavan Tejaswi Velivela, Yong Zeng, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A008, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90688
https://doi.org/10.1115/DETC2022-90688
View Paper titled, Knowledge Extraction Method to Support Domain Integrated Design Methodology
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Topics: Classification, Design methodology, Natural language processing, Text analytics
Proceedings Papers

Semantic Search With Sentence-BERT for Design Information Retrieval

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Hannah S. Walsh, Sequoia R. Andrade
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A066, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89557
https://doi.org/10.1115/DETC2022-89557
View Paper titled, Semantic Search With Sentence-BERT for Design Information Retrieval
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Topics: Design, Information retrieval, Semantics, NASA, Natural language processing, Knowledge management, Architecture
Proceedings Papers

A p n h -Adaptive Refinement Procedure for Numerical Optimal Control Problems

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Lorenzo Bartali, Marco Gabiccini, Massimo Guiggiani
Proc. ASME. IDETC-CIE2022, Volume 9: 18th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC), V009T09A029, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89376
https://doi.org/10.1115/DETC2022-89376
View Paper titled, A p n h -Adaptive Refinement Procedure for Numerical Optimal Control Problems
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Topics: Optimal control, Natural language processing, Nonlinear programming, Polynomials, Dimensions, Errors, Finite element analysis, Risk
Proceedings Papers

Proposal of Defining Exploration and Exploitation in Engineering Design and Evaluating the Degree of Exploration by Natural Language Processing

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Masahiro Okamoto, Tamotsu Murakami
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A003, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-88344
https://doi.org/10.1115/DETC2022-88344
View Paper titled, Proposal of Defining Exploration and Exploitation in Engineering Design and Evaluating the Degree of Exploration by Natural Language Processing
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Topics: Conceptual design, Design, Design methodology, Engineering design, Engineering research, Evaluation methods, Natural language processing, Product design, Product development, Sustainability
Proceedings Papers

Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges

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Michael Saidani, Harrison Kim, Bernard Yannou
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A005, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70613
https://doi.org/10.1115/DETC2021-70613
View Paper titled, Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges
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Topics: Design, Green design, Machine learning, Natural language processing
Proceedings Papers

If a Picture is Worth 1000 Words, Is a Word Worth 1000 Features for Design Metric Estimation?

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Kristen M. Edwards, Aoran Peng, Scarlett R. Miller, Faez Ahmed
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A011, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70158
https://doi.org/10.1115/DETC2021-70158
View Paper titled, If a Picture is Worth 1000 Words, Is a Word Worth 1000 Features for Design Metric Estimation?
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Topics: Design, Machine learning, Natural language processing, Nonlinear programming, Creativity, Innovation, Semantics
Proceedings Papers

Validating Perceived Sustainable Design Features Using a Novel Collage Approach

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Nasreddine El-Dehaibi, Ting Liao, Erin F. MacDonald
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A001, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-66708
https://doi.org/10.1115/DETC2021-66708
View Paper titled, Validating Perceived Sustainable Design Features Using a Novel Collage Approach
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Topics: Design methodology, E-commerce, Economics , Green design, Natural language processing, Sustainability
Proceedings Papers

Online Product Review Analysis to Automate the Extraction of Customer Requirements

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Aashay Mokadam, Shrikrishna Shivakumar, Vimal Viswanathan, Mahima Agumbe Suresh
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A049, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71555
https://doi.org/10.1115/DETC2021-71555
View Paper titled, Online Product Review Analysis to Automate the Extraction of Customer Requirements
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Topics: Modeling, Natural language processing
Proceedings Papers

Knowledge Discovery for Early Failure Assessment of Complex Engineered Systems Using Natural Language Processing

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Sequoia R. Andrade, Hannah S. Walsh
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A061, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70694
https://doi.org/10.1115/DETC2021-70694
View Paper titled, Knowledge Discovery for Early Failure Assessment of Complex Engineered Systems Using Natural Language Processing
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Topics: Failure, Natural language processing, Design, Databases, Failure mechanisms, Machinery, Modeling, Safety, Testing