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Journal Articles

The Evolution and Impact of Human Confidence in Artificial Intelligence and in Themselves on AI-Assisted Decision-Making in Design

Leah Chong, Ayush Raina, Kosa Goucher-Lambert, Kenneth Kotovsky, Jonathan Cagan

J. Mech. Des. March 2023, 145(3): 031401.

Paper No: MD-22-1057

DOI: https://doi.org/10.1115/1.4055123

Published Online: October 31, 2022

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Topics: Artificial intelligence, Decision making, Design, Feedback, Trusses (Building)

Journal Articles

How Does Past Performance of Competitors Influence Designers’ Cognition, Behaviors, and Outcomes?

Murtuza N. Shergadwala, Jitesh H. Panchal, Ilias Bilionis

J. Mech. Des. October 2022, 144(10): 101401.

Paper No: MD-20-1776

DOI: https://doi.org/10.1115/1.4054604

Published Online: June 30, 2022

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Topics: Design, Performance, Modeling, Decision making

Journal Articles

Valuation of Continuous Monitoring Systems for Engineering System Design in Recurrent Maintenance Decision Scenarios

Xinyang Liu, Pingfeng Wang

J. Mech. Des. September 2022, 144(9): 091702.

Paper No: MD-21-1657

DOI: https://doi.org/10.1115/1.4054493

Published Online: June 13, 2022

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Topics: Design, Maintenance, Monitoring systems, Decision making, Engineering systems and industry applications, Batteries, Failure

Journal Articles

Probabilistic Digital Twin for Additive Manufacturing Process Design and Control

Paromita Nath, Sankaran Mahadevan

J. Mech. Des. September 2022, 144(9): 091704.

Paper No: MD-21-1740

DOI: https://doi.org/10.1115/1.4054521

Published Online: June 13, 2022

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Topics: Digital twin, Manufacturing, Optimization, Physics, Process control, Process design, Uncertainty, Additive manufacturing, Lasers, Porosity

Journal Articles

Social Network Word-of-Mouth Integrated Into Agent-Based Design for Market Systems Modeling

Amineh Zadbood, Steven Hoffenson

J. Mech. Des. July 2022, 144(7): 071701.

Paper No: MD-21-1565

DOI: https://doi.org/10.1115/1.4053684

Published Online: February 15, 2022

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Topics: Decision making, Design, Modeling, Simulation, Vehicles, Sales, Preferences

Journal Articles

Design Strategy Network: A Deep Hierarchical Framework to Represent Generative Design Strategies in Complex Action Spaces

Ayush Raina, Jonathan Cagan, Christopher McComb

J. Mech. Des. February 2022, 144(2): 021404.

Paper No: MD-21-1227

DOI: https://doi.org/10.1115/1.4052566

Published Online: October 11, 2021

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Topics: Design, Generative design, Space, Decision making, Trusses (Building)

Journal Articles

Decision-Making Under Uncertainty for a Digital Thread-Enabled Design Process

Victor Singh, Karen E. Willcox

J. Mech. Des. September 2021, 143(9): 091707.

Paper No: MD-20-1740

DOI: https://doi.org/10.1115/1.4050108

Published Online: March 24, 2021

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Topics: Design, Thread, Uncertainty, Manufacturing, Decision making, Sensor placement

Journal Articles

Framing and Tracing Human-Centered Design Teams’ Method Selection: An Examination of Decision-Making Strategies

Vivek Rao, Euiyoung Kim, Jieun Kwon, Alice M. Agogino, Kosa Goucher-Lambert

J. Mech. Des. March 2021, 143(3): 031403.

Paper No: MD-20-1420

DOI: https://doi.org/10.1115/1.4049081

Published Online: December 15, 2020

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Topics: Decision making, Design, Innovation, Performance, Teams, User-centered design, Design methodology

Journal Articles

An Agent-Based Model for Adoption of Clean Technology Using the Theory of Planned Behavior

Mohammad H. Pakravan, Nordica MacCarty

J. Mech. Des. February 2021, 143(2): 021402.

Paper No: MD-19-1649

DOI: https://doi.org/10.1115/1.4047901

Published Online: September 2, 2020

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Topics: Decision making, Design, Elasticity

Journal Articles

Agent-Based Modeling of Decisions and Developer Actions in Wind Farm Landowner Contract Acceptance

Sita M. Syal, Yiqing Ding, Erin F. MacDonald

J. Mech. Des. September 2020, 142(9): 091403.

Paper No: MD-19-1516

DOI: https://doi.org/10.1115/1.4047153

Published Online: June 19, 2020

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Topics: Wind, Wind farms, Turbines, Modeling, Decision making, Design

Journal Articles

Design for Clean Technology Adoption: Integration of Usage Context, User Behavior, and Technology Performance in Design

Mohammad H. Pakravan, Nordica A. MacCarty

J. Mech. Des. September 2020, 142(9): 091402.

Paper No: MD-19-1250

DOI: https://doi.org/10.1115/1.4046236

Published Online: March 28, 2020

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Topics: Decision making, Design, Modeling

Journal Articles

Integration of Normative Decision-Making and Batch Sampling for Global Metamodeling

Anton van Beek, Siyu Tao, Matthew Plumlee, Daniel W. Apley, Wei Chen

J. Mech. Des. March 2020, 142(3): 031114.

Paper No: MD-19-1444

DOI: https://doi.org/10.1115/1.4045601

Published Online: January 25, 2020

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Topics: Approximation, Decision making, Design, Dynamic programming, Probability, Risk, Simulation, Uncertainty, Optimization, Preferences

Journal Articles

A Fast-Converging Ensemble Infilling Approach Balancing Global Exploration and Local Exploitation: The Go-Inspired Hybrid Infilling Strategy

Liye Lv, Maolin Shi, Xueguan Song, Wei Sun, Jie Zhang

J. Mech. Des. February 2020, 142(2): 021403.

Paper No: MD-18-1920

DOI: https://doi.org/10.1115/1.4044112

Published Online: October 16, 2019

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Topics: Errors, Modeling, Probability, Robustness, Decision making, Design, Uncertainty, Tradeoffs

Journal Articles

A Design Method to Improve End-of-Use Product Value Recovery for Circular Economy

Liang Cong, Fu Zhao, John W. Sutherland

J. Mech. Des. April 2019, 141(4): 044502.

Paper No: MD-18-1298

DOI: https://doi.org/10.1115/1.4041574

Published Online: January 11, 2019

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Topics: Decision making, Design, Design methodology, Economics , Horizontal directional drilling, Recycling, Optimization, Weight (Mass), Screws, Pareto analysis

Journal Articles

Quantifying the Impact of Domain Knowledge and Problem Framing on Sequential Decisions in Engineering Design

Murtuza Shergadwala, Ilias Bilionis, Karthik N. Kannan, Jitesh H. Panchal

J. Mech. Des. October 2018, 140(10): 101402.

Paper No: MD-18-1187

DOI: https://doi.org/10.1115/1.4040548

Published Online: July 24, 2018

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Topics: Design, Framing (Construction), Structural frames, Modeling, Decision making, Testing, Performance, Optimization

Journal Articles

What is a Prototype? What are the Roles of Prototypes in Companies?

Carlye A. Lauff, Daria Kotys-Schwartz, Mark E. Rentschler

J. Mech. Des. June 2018, 140(6): 061102.

Paper No: MD-17-1650

DOI: https://doi.org/10.1115/1.4039340

Published Online: March 23, 2018

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Topics: Design, Engineering prototypes, Decision making

Journal Articles

Visual Analytics Tools for Sustainable Lifecycle Design: Current Status, Challenges, and Future Opportunities

Devarajan Ramanujan, William Z. Bernstein, Senthil K. Chandrasegaran, Karthik Ramani

J. Mech. Des. November 2017, 139(11): 111415.

Paper No: MD-17-1184

DOI: https://doi.org/10.1115/1.4037479

Published Online: October 2, 2017

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Topics: Design, Sustainability, Visualization, Manufacturing, Supply chains, Decision making

Journal Articles

Inside the Mind: Using Neuroimaging to Understand Moral Product Preference Judgments Involving Sustainability

Kosa Goucher-Lambert, Jarrod Moss, Jonathan Cagan

J. Mech. Des. April 2017, 139(4): 041103.

Paper No: MD-16-1574

DOI: https://doi.org/10.1115/1.4035859

Published Online: February 27, 2017

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Topics: Brain, Decision making, Design, Magnetic resonance imaging, Preferences, Sustainability, Engineering design

Journal Articles

Cost Effects of Modular Product Family Structures: Methods and Quantification of Impacts to Support Decision Making

Sebastian Ripperda, Dieter Krause

J. Mech. Des. February 2017, 139(2): 021103.

Paper No: MD-16-1369

DOI: https://doi.org/10.1115/1.4035430

Published Online: January 6, 2017

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Topics: Decision making, Design, Plasma spraying, Spraying (Coating processes), Sales, Product development

Journal Articles

The Effects of Gender and Idea Goodness on Ownership Bias in Engineering Design Education

Christine A. Toh, Andrew A. Strohmetz, Scarlett R. Miller

J. Mech. Des. October 2016, 138(10): 101105.

Paper No: MD-16-1038

DOI: https://doi.org/10.1115/1.4034107

Published Online: August 30, 2016

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Topics: Design, Education, Engineering design, Preferences, Students, Teams, Decision making

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Journal citation

NARROW

The Evolution and Impact of Human Confidence in Artificial Intelligence and in Themselves on AI-Assisted Decision-Making in Design

How Does Past Performance of Competitors Influence Designers’ Cognition, Behaviors, and Outcomes?

Valuation of Continuous Monitoring Systems for Engineering System Design in Recurrent Maintenance Decision Scenarios

Probabilistic Digital Twin for Additive Manufacturing Process Design and Control

Social Network Word-of-Mouth Integrated Into Agent-Based Design for Market Systems Modeling

Design Strategy Network: A Deep Hierarchical Framework to Represent Generative Design Strategies in Complex Action Spaces

Decision-Making Under Uncertainty for a Digital Thread-Enabled Design Process

Framing and Tracing Human-Centered Design Teams’ Method Selection: An Examination of Decision-Making Strategies

An Agent-Based Model for Adoption of Clean Technology Using the Theory of Planned Behavior

Agent-Based Modeling of Decisions and Developer Actions in Wind Farm Landowner Contract Acceptance

Design for Clean Technology Adoption: Integration of Usage Context, User Behavior, and Technology Performance in Design

Integration of Normative Decision-Making and Batch Sampling for Global Metamodeling

A Fast-Converging Ensemble Infilling Approach Balancing Global Exploration and Local Exploitation: The Go-Inspired Hybrid Infilling Strategy

A Design Method to Improve End-of-Use Product Value Recovery for Circular Economy

Quantifying the Impact of Domain Knowledge and Problem Framing on Sequential Decisions in Engineering Design

What is a Prototype? What are the Roles of Prototypes in Companies?

Visual Analytics Tools for Sustainable Lifecycle Design: Current Status, Challenges, and Future Opportunities

Inside the Mind: Using Neuroimaging to Understand Moral Product Preference Judgments Involving Sustainability

Cost Effects of Modular Product Family Structures: Methods and Quantification of Impacts to Support Decision Making

The Effects of Gender and Idea Goodness on Ownership Bias in Engineering Design Education

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