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Jitesh H. Panchal
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Journal Articles

Challenges and Opportunities in Computing Research to Enable Next Generation Engineering Applications

Accepted Manuscript
Janet K. Allen, Ehsan T Esfahani, Satyandra K. Gupta, Balan Gurumoorthy, Bin He, Ying Liu, John Michopoulos, Jitesh H. Panchal, Anurag Purwar, Kristina Wärmefjord
Journal: Journal of Computing and Information Science in Engineering
Article Type: Guest Editorial
Publisher: ASME
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1453
https://doi.org/10.1115/1.4063437
Published Online: September 14, 2023
View Article titled, Challenges and Opportunities in Computing Research to Enable Next Generation Engineering Applications
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Topics: Artificial intelligence, Engineering systems and industry applications, Machine learning, Autonomous vehicles, Carbon neutrality, Cloud computing, Computer-aided design, Computer-aided manufacturing, Cycles, Green design
Journal Articles

Design of Next-Generation Automotive Systems: Challenges and Research Opportunities

Jitesh H. Panchal, Ziran Wang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060818.
Paper No: JCISE-23-1271
https://doi.org/10.1115/1.4063067
Published Online: August 25, 2023
View Article titled, Design of Next-Generation Automotive Systems: Challenges and Research Opportunities
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Topics: Computer software, Design, Hardware, Vehicles, Chain
Journal Articles

Information Embedding for Secure Manufacturing: Challenges and Research Opportunities

Karim A. ElSayed, Adam Dachowicz, Mikhail J. Atallah, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060813.
Paper No: JCISE-23-1078
https://doi.org/10.1115/1.4062600
Published Online: June 9, 2023
View Article titled, Information Embedding for Secure Manufacturing: Challenges and Research Opportunities
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Topics: Design, Manufacturing, Security
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
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
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
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
https://doi.org/10.1115/1.4054604
Published Online: June 30, 2022
View Article titled, How Does Past Performance of Competitors Influence Designers’ Cognition, Behaviors, and Outcomes?
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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
https://doi.org/10.1115/1.4054605
Published Online: June 13, 2022
View Article titled, The Role of the Product Design and Manufacturing System Dyad in Efficient Personalized Production
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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
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
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
https://doi.org/10.1115/1.4052841
Published Online: November 25, 2021
View Article titled, Mission Engineering and Design Using Real-Time Strategy Games: An Explainable AI Approach
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Topics: Design, Probability, Uncertainty, Uncertainty quantification, Damage
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
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

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
https://doi.org/10.1115/DETC2021-70425
View Paper titled, Evaluating Heuristics in Engineering Design: A Reinforcement Learning Approach
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Topics: Engineering design, Reinforcement learning, Design, Simulation, Decision making, Engineering design processes, Performance, Preferences
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
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
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

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
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
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
https://doi.org/10.1115/DETC2020-22254
View Paper titled, Sequential Design Decision Making Under the Influence of Competition: A Protocol Analysis
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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
https://doi.org/10.1115/DETC2020-22252
View Paper titled, Human Inductive Biases in Design Decision Making
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Topics: Decision making, Design
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
https://doi.org/10.1115/DETC2020-22466
View Paper titled, Investigating the Challenges of Crowdsourcing for Engineering Design: An Interview Study With Organizations of Different Sizes
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Topics: Crowdsourcing, Engineering 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
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

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
https://doi.org/10.1115/1.4046891
Published Online: May 4, 2020
View Article titled, Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing
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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
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