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Ashish M. Chaudhari
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Journal Articles

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

Ashish M. Chaudhari, Daniel Selva
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2023, 145(5): 051403.
Paper No: MD-22-1348
https://doi.org/10.1115/1.4056374
Published Online: January 10, 2023
View Article titled, Evaluating Designer Learning and Performance in Interactive Deep Generative Design
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Topics: Design, Generative design
Journal Articles

A Bayesian Hierarchical Model for Extracting Individuals’ Theory-Based Causal Knowledge

Atharva Hans, Ashish M. Chaudhari, Ilias Bilionis, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031011.
Paper No: JCISE-22-1201
https://doi.org/10.1115/1.4055596
Published Online: December 12, 2022
View Article titled, A Bayesian Hierarchical Model for Extracting Individuals’ Theory-Based Causal Knowledge
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Topics: Modeling, Probability, Students, Testing, Design, Fatigue analysis, Uncertainty, Engineering education
Proceedings Papers

Natural Language Processing for Content Analysis of Communication in Collaborative Design

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

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

Ashish M. Chaudhari, Daniel Selva
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A020, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90477
https://doi.org/10.1115/DETC2022-90477
View Paper titled, Evaluating Designer Learning and Performance in Interactive Deep Generative Design
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Topics: Collaboration, Design, Generative design, Machinery, Metamaterials, Semantics, Stress
Journal Articles

Co-Evolution of Communication and System Performance in Engineering Systems Design: A Stochastic Network-Behavior Dynamics Model

Ashish M. Chaudhari, Erica L. Gralla, Zoe Szajnfarber, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041706.
Paper No: MD-21-1327
https://doi.org/10.1115/1.4053813
Published Online: March 1, 2022
View Article titled, Co-Evolution of Communication and System Performance in Engineering Systems Design: A Stochastic Network-Behavior Dynamics Model
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Topics: Design, Engineering disciplines, Dynamics (Mechanics), Teams, Space vehicles, Engine design
Proceedings Papers

A Mixed-Method Analysis of Schedule and Cost Growth in Defense Acquisition Programs

Atharva Hans, Ashish M. Chaudhari, Ilias Bilionis, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A043, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71517
https://doi.org/10.1115/DETC2021-71517
View Paper titled, A Mixed-Method Analysis of Schedule and Cost Growth in Defense Acquisition Programs
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Topics: Defense industry, Databases, Delays, Design, Governments, Modeling, Weapons
Proceedings Papers

Supporting Designer Learning and Performance in Design Space Exploration: A Goal-Setting Approach

Ashish M. Chaudhari, Roshan Suresh Kumar, Daniel Selva
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A058, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71257
https://doi.org/10.1115/DETC2021-71257
View Paper titled, Supporting Designer Learning and Performance in Design Space Exploration: A Goal-Setting Approach
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Topics: Design, Performance, Complex systems, Metamaterials, Tradeoffs
Proceedings Papers

Co-Evolution of Communication and System Performance in Engineering Systems Design: A Stochastic Network-Behavior Dynamics Model

Ashish M. Chaudhari, Erica L. Gralla, Zoe Szajnfarber, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A048, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71277
https://doi.org/10.1115/DETC2021-71277
View Paper titled, Co-Evolution of Communication and System Performance in Engineering Systems Design: A Stochastic Network-Behavior Dynamics Model
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Topics: Design, Dynamics (Mechanics), Engineering systems and industry applications
Proceedings Papers

Quantifying Individuals’ Theory-Based Knowledge Using Probabilistic Causal Graphs: A Bayesian Hierarchical Approach

Atharva Hans, Ashish M. Chaudhari, Ilias Bilionis, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2020, Volume 3: 17th International Conference on Design Education (DEC), V003T03A014, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22613
https://doi.org/10.1115/DETC2020-22613
View Paper titled, Quantifying Individuals’ Theory-Based Knowledge Using Probabilistic Causal Graphs: A Bayesian Hierarchical Approach
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Topics: Decision making, Design, Engineering students, Probability, Scalars, Students
Journal Articles

Designing Representative Model Worlds to Study Socio-Technical Phenomena: A Case Study of Communication Patterns in Engineering Systems Design

Ashish M. Chaudhari, Erica L. Gralla, Zoe Szajnfarber, Paul T. Grogan, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2020, 142(12): 121403.
Paper No: MD-20-1135
https://doi.org/10.1115/1.4048295
Published Online: September 25, 2020
View Article titled, Designing Representative Model Worlds to Study Socio-Technical Phenomena: A Case Study of Communication Patterns in Engineering Systems Design
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Topics: Design, Engineering disciplines
Journal Articles

Descriptive Models of Sequential Decisions in Engineering Design: An Experimental Study

Ashish M. Chaudhari, Ilias Bilionis, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2020, 142(8): 081704.
Paper No: MD-19-1095
https://doi.org/10.1115/1.4045605
Published Online: February 14, 2020
View Article titled, Descriptive Models of Sequential Decisions in Engineering Design: An Experimental Study
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Topics: Design, Engineering design
Proceedings Papers

Similarity in Engineering Design: A Knowledge-Based Approach

Ashish M. Chaudhari, Ilias Bilionis, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2019, Volume 7: 31st International Conference on Design Theory and Methodology, V007T06A045, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98272
https://doi.org/10.1115/DETC2019-98272
View Paper titled, Similarity in Engineering Design: A Knowledge-Based Approach
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Topics: Design, Engineering design, Modeling, Design engineering, Education, Experimental design, Fatigue, Students
Journal Articles

Modeling Participation Behaviors in Design Crowdsourcing Using a Bipartite Network-Based Approach

Zhenghui Sha, Ashish M. Chaudhari, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. September 2019, 19(3): 031010.
Paper No: JCISE-18-1246
https://doi.org/10.1115/1.4042639
Published Online: March 21, 2019
View Article titled, Modeling Participation Behaviors in Design Crowdsourcing Using a Bipartite Network-Based Approach
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Topics: Design, Modeling
Proceedings Papers

Modeling Participation Behaviors in Design Crowdsourcing Using a Bipartite Network-Based Approach

Zhenghui Sha, Ashish M. Chaudhari, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2018, Volume 1A: 38th Computers and Information in Engineering Conference, V01AT02A031, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85686
https://doi.org/10.1115/DETC2018-85686
View Paper titled, Modeling Participation Behaviors in Design Crowdsourcing Using a Bipartite Network-Based Approach
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Topics: Design, Modeling, Product design
Proceedings Papers

How Do Designers Choose Among Multiple Noisy Information Sources in Engineering Design Optimization? An Experimental Study

Ashish M. Chaudhari, Ilias Bilionis, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A021, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85460
https://doi.org/10.1115/DETC2018-85460
View Paper titled, How Do Designers Choose Among Multiple Noisy Information Sources in Engineering Design Optimization? An Experimental Study
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Topics: Engineering design, Optimization, Uncertainty, Design, Decision making, Model development, Performance evaluation
Journal Articles

Analyzing Participant Behaviors in Design Crowdsourcing Contests Using Causal Inference on Field Data

Ashish M. Chaudhari, Zhenghui Sha, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. September 2018, 140(9): 091401.
Paper No: MD-17-1452
https://doi.org/10.1115/1.4040166
Published Online: June 8, 2018
View Article titled, Analyzing Participant Behaviors in Design Crowdsourcing Contests Using Causal Inference on Field Data
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Topics: Design, Performance, Uncertainty, Probability, Testing, Engineering design