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Journal Articles

Artificial Intelligence Impersonating a Human: The Impact of Design Facilitator Identity on Human Designers

Guanglu Zhang, Ayush Raina, Ethan Brownell, Jonathan Cagan
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. May 2023, 145(5): 051404.
Paper No: MD-22-1517
DOI: https://doi.org/10.1115/1.4056499
Published Online: January 17, 2023
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Topics: Design, Artificial intelligence
Proceedings Papers

A Focused Regions Identification Method for Nonlinear Least Squares Curve Fitting Problems

Guanglu Zhang, Douglas Allaire, Jonathan Cagan
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A027, August 14–17, 2022
Paper No: DETC2022-88146
DOI: https://doi.org/10.1115/DETC2022-88146
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Topics: Curve fitting, Parameter estimation, Errors, Fittings, Genetic algorithms, Inverse problems, Optimization
Proceedings Papers

The Impact of a Strategy of Deception About the Identity of an Artificial Intelligence Teammate on Human Designers

Guanglu Zhang, Ayush Raina, Ethan Brownell, Jonathan Cagan
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A017, August 14–17, 2022
Paper No: DETC2022-88535
DOI: https://doi.org/10.1115/DETC2022-88535
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Topics: Artificial intelligence, Engineering design, Teams
Journal Articles

Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models

Guanglu Zhang, Douglas Allaire, Jonathan Cagan
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021006.
Paper No: JCISE-21-1340
DOI: https://doi.org/10.1115/1.4054440
Published Online: June 3, 2022
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Topics: Cooling, Curve fitting, Errors, Fittings, Parameter estimation
Journal Articles

Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models

Guanglu Zhang, Douglas Allaire, Jonathan Cagan
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2021, 21(2): 021011.
Paper No: JCISE-20-1045
DOI: https://doi.org/10.1115/1.4048811
Published Online: December 10, 2020
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Topics: Algorithms, Curve fitting, Errors, Fittings, Parameter estimation, Newton's method, Statistical distributions
Proceedings Papers

An Initial Guess Free Method for Least Squares Parameter Estimation in Nonlinear Models

Guanglu Zhang, Douglas Allaire, Jonathan Cagan
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A008, August 17–19, 2020
Paper No: DETC2020-22047
DOI: https://doi.org/10.1115/DETC2020-22047
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Topics: Parameter estimation
Journal Articles

Research Opportunities and Challenges in Engineering System Evolution

Guanglu Zhang, Elissa Morris, Douglas Allaire, Daniel A. McAdams
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2020, 142(8): 081401.
Paper No: MD-19-1598
DOI: https://doi.org/10.1115/1.4045908
Published Online: February 14, 2020
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Topics: Design, Engineering systems and industry applications, Innovation
Journal Articles

Generating Technology Evolution Prediction Intervals Using a Bootstrap Method

Guanglu Zhang, Douglas Allaire, Daniel A. McAdams, Venkatesh Shankar
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. June 2019, 141(6): 061401.
Paper No: MD-18-1341
DOI: https://doi.org/10.1115/1.4041860
Published Online: January 31, 2019
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Topics: Aircraft, Statistical distributions, Transistors, Uncertainty, Aircraft engines, Time series, Turbofans
Proceedings Papers

Generating Technology Evolution Prediction Intervals With Bootstrap Method

Guanglu Zhang, Douglas Allaire, Daniel A. McAdams, Venkatesh Shankar
Proc. ASME. IDETC-CIE2018, Volume 7: 30th International Conference on Design Theory and Methodology, V007T06A057, August 26–29, 2018
Paper No: DETC2018-85259
DOI: https://doi.org/10.1115/DETC2018-85259
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Topics: Product development, Statistical distributions, Time series, Transistors, Uncertainty
Journal Articles

A Model for the Design of a Pomelo Peel Bioinspired Foam

Jonel Ortiz, Guanglu Zhang, Daniel A. McAdams
Journal: Journal of Mechanical Design
Article Type: Technical Briefs
J. Mech. Des. November 2018, 140(11): 114501.
Paper No: MD-18-1160
DOI: https://doi.org/10.1115/1.4040911
Published Online: September 7, 2018
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Topics: Biomimetics, Compression, Design, Finite element analysis, Porosity, Aluminum, Modeling, Foams (Chemistry), Finite element model
Journal Articles

Technology Evolution Prediction Using Lotka–Volterra Equations

Guanglu Zhang, Daniel A. McAdams, Venkatesh Shankar, Milad Mohammadi Darani
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. June 2018, 140(6): 061101.
Paper No: MD-17-1275
DOI: https://doi.org/10.1115/1.4039448
Published Online: March 23, 2018
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Topics: Volterra equations, Fittings, Aircraft
Proceedings Papers

Product Performance Evolution Prediction by Lotka-Volterra Equations

Guanglu Zhang, Daniel A. McAdams, Milad Mohammadi Darani, Venkatesh Shankar
Proc. ASME. IDETC-CIE2017, Volume 7: 29th International Conference on Design Theory and Methodology, V007T06A014, August 6–9, 2017
Paper No: DETC2017-67369
DOI: https://doi.org/10.1115/DETC2017-67369
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Topics: Aircraft engines, Design, Fittings, Shapes, Turbofans