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Jitesh H. Panchal
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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
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031011.
Paper No: JCISE-22-1201
DOI: https://doi.org/10.1115/1.4055596
Published Online: December 12, 2022
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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
Paper No: DETC2022-90895
DOI: https://doi.org/10.1115/DETC2022-90895
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Topics: Design, Natural language processing, Teams, Engineering design, Intent recognition, Flow (Dynamics), Time series, Undergraduate students
Journal Articles

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

Murtuza N. Shergadwala, Jitesh H. Panchal, Ilias Bilionis
Journal: Journal of Mechanical Design
Article Type: Research Papers
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

The Role of the Product Design and Manufacturing System Dyad in Efficient Personalized Production

Oscar Rincón-Guevara, Jorge A. Samayoa, Jitesh H. Panchal, Abhijit Deshmukh
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 102001.
Paper No: MD-22-1050
DOI: https://doi.org/10.1115/1.4054605
Published Online: June 13, 2022
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Topics: Design, Manufacturing, Manufacturing systems, Product design
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
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041706.
Paper No: MD-21-1327
DOI: https://doi.org/10.1115/1.4053813
Published Online: March 1, 2022
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Topics: Design, Engineering disciplines, Dynamics (Mechanics), Teams, Space vehicles, Engine design
Journal Articles

Mission Engineering and Design Using Real-Time Strategy Games: An Explainable AI Approach

Adam Dachowicz, Kshitij Mall, Prajwal Balasubramani, Apoorv Maheshwari, Ali K. Raz, Jitesh H. Panchal, Daniel A. DeLaurentis
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021710.
Paper No: MD-21-1200
DOI: https://doi.org/10.1115/1.4052841
Published Online: November 25, 2021
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Topics: Design, Probability, Uncertainty, Uncertainty quantification, Damage
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
Paper No: DETC2021-71277
DOI: https://doi.org/10.1115/DETC2021-71277
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Topics: Design, Dynamics (Mechanics), Engineering systems and industry applications
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
Paper No: DETC2021-71517
DOI: https://doi.org/10.1115/DETC2021-71517
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Topics: Defense industry, Databases, Delays, Design, Governments, Modeling, Weapons
Proceedings Papers

Evaluating Heuristics in Engineering Design: A Reinforcement Learning Approach

Karim A. ElSayed, Ilias Bilionis, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A022, August 17–19, 2021
Paper No: DETC2021-70425
DOI: https://doi.org/10.1115/DETC2021-70425
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Topics: Engineering design, Reinforcement learning, Design, Simulation, Decision making, Engineering design processes, Performance, Preferences
eBook Chapter

A Decision-Centric Framework for Modeling Evolutionary Complex Systems

Publisher: ASME
Published: 2021
ISBN: 9780791862025
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Topics: Complex systems, Modeling
Proceedings Papers

Investigating the Challenges of Crowdsourcing for Engineering Design: An Interview Study With Organizations of Different Sizes

Hannah Forbes, Dirk Shaefer, Murtuza N. Shergadwala, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2020, Volume 8: 32nd International Conference on Design Theory and Methodology (DTM), V008T08A039, August 17–19, 2020
Paper No: DETC2020-22466
DOI: https://doi.org/10.1115/DETC2020-22466
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Topics: Crowdsourcing, Engineering design
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
Paper No: DETC2020-22613
DOI: https://doi.org/10.1115/DETC2020-22613
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Topics: Decision making, Design, Engineering students, Probability, Scalars, Students
Proceedings Papers

Sequential Design Decision Making Under the Influence of Competition: A Protocol Analysis

Murtuza N. Shergadwala, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2020, Volume 8: 32nd International Conference on Design Theory and Methodology (DTM), V008T08A015, August 17–19, 2020
Paper No: DETC2020-22254
DOI: https://doi.org/10.1115/DETC2020-22254
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Topics: Decision making, Design
Proceedings Papers

Human Inductive Biases in Design Decision Making

Murtuza N. Shergadwala, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2020, Volume 8: 32nd International Conference on Design Theory and Methodology (DTM), V008T08A030, August 17–19, 2020
Paper No: DETC2020-22252
DOI: https://doi.org/10.1115/DETC2020-22252
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Topics: Decision making, Design
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
Article Type: Research Papers
J. Mech. Des. December 2020, 142(12): 121403.
Paper No: MD-20-1135
DOI: https://doi.org/10.1115/1.4048295
Published Online: September 25, 2020
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Topics: Design, Engineering disciplines
Journal Articles

Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing

Adam Dachowicz, Mikhail Atallah, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2020, 20(5): 051004.
Paper No: JCISE-19-1299
DOI: https://doi.org/10.1115/1.4046891
Published Online: May 4, 2020
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Topics: Damage, String, Feature extraction, Construction, Security, Probability, Manufacturing
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
Article Type: Research Papers
J. Mech. Des. August 2020, 142(8): 081704.
Paper No: MD-19-1095
DOI: https://doi.org/10.1115/1.4045605
Published Online: February 14, 2020
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Topics: Design, Engineering design
Proceedings Papers

Students’ Decision-Making in a Product Design Process: An Observational Study

Murtuza N. Shergadwala, Jitesh H. Panchal, Karthik Ramani
Proc. ASME. IDETC-CIE2019, Volume 3: 21st International Conference on Advanced Vehicle Technologies; 16th International Conference on Design Education, V003T04A016, August 18–21, 2019
Paper No: DETC2019-98216
DOI: https://doi.org/10.1115/DETC2019-98216
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Topics: Computer-aided design, Decision making, Modeling, Product design, Students
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
Paper No: DETC2019-98272
DOI: https://doi.org/10.1115/DETC2019-98272
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Topics: Design, Engineering design, Modeling, Design engineering, Education, Experimental design, Fatigue, Students
Proceedings Papers

Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing

Adam Dachowicz, Mikhail Atallah, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A065, August 18–21, 2019
Paper No: DETC2019-98378
DOI: https://doi.org/10.1115/DETC2019-98378
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Topics: Alloys, Manufacturing, Metals, Optical microscopy, Optimization, Security, String, Supply chains