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Jitesh H. Panchal
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Journal Articles

Heuristics for Solver-Aware Systems Architecting: A Reinforcement Learning Approach

Vikranth S. Gadi, Taylan G. Topcu, Zoe Szajnfarber, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021704.
Paper No: MD-24-1061
https://doi.org/10.1115/1.4066441
Published Online: September 23, 2024
View Article titled, Heuristics for Solver-Aware Systems Architecting: A Reinforcement Learning Approach
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Topics: Design, Reinforcement learning, Preferences, Decision making, Modeling
Journal Articles

A Cognitive Approach for Modeling Customer Demand Dynamics for Optimal Product Release Strategies

Ian Walter, Philip E. Paré, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081706.
Paper No: MD-23-1520
https://doi.org/10.1115/1.4065486
Published Online: June 3, 2024
View Article titled, A Cognitive Approach for Modeling Customer Demand Dynamics for Optimal Product Release Strategies
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Topics: Approximation, Decision making, Dynamics (Mechanics), Engineering simulation, Field theories (Physics), Modeling, Preferences, Sales, Simulation, Probability
Journal Articles

Information Embedding in Additively Manufactured Parts Through Printing Speed Control

Karim A. ElSayed, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. July 2024, 24(7): 071005.
Paper No: JCISE-23-1496
https://doi.org/10.1115/1.4065089
Published Online: April 16, 2024
View Article titled, Information Embedding in Additively Manufactured Parts Through Printing Speed Control
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Topics: Additive manufacturing, Design, Encryption, Image segmentation, Information retrieval, Lithography, Manufacturing, Printing, Security, Imaging
Proceedings Papers

Modeling the Dynamics of Customer Demand to Determine the Optimal Time to Release Product Updates: A Cognitive Approach

Ian Walter, Philip E. Paré, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A030, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115259
https://doi.org/10.1115/DETC2023-115259
View Paper titled, Modeling the Dynamics of Customer Demand to Determine the Optimal Time to Release Product Updates: A Cognitive Approach
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Topics: Dynamics (Mechanics), Field theories (Physics), Modeling
Proceedings Papers

Heuristics for Solver-Aware Systems Architecting (SASA): A Reinforcement Learning Approach

Vikranth S. Gadi, Taylan G. Topcu, Zoe Szajnfarber, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A001, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115030
https://doi.org/10.1115/DETC2023-115030
View Paper titled, Heuristics for Solver-Aware Systems Architecting (SASA): A Reinforcement Learning Approach
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Topics: Design, Reinforcement learning, Complex systems, Crowdsourcing, Decision making, Innovation, System architecture, Systems engineering
Proceedings Papers

Quantification Model Uncertainty of Label-Free Machine Learning for Multidisciplinary Systems Analysis

Huiru Li, Jitesh H. Panchal, Xiaoping Du
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A045, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-112948
https://doi.org/10.1115/DETC2023-112948
View Paper titled, Quantification Model Uncertainty of Label-Free Machine Learning for Multidisciplinary Systems Analysis
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Topics: Artificial neural networks, Machine learning, Systems analysis, Uncertainty, Errors, Engineering disciplines, Combustion, Design, Engineering systems and industry applications, Uncertainty quantification
Proceedings Papers

Process Control-Based Embedding and Computer Vision-Based Retrieval of 2D Codes in Fused Deposition Modeling

Karim A. ElSayed, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A026, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116880
https://doi.org/10.1115/DETC2023-116880
View Paper titled, Process Control-Based Embedding and Computer Vision-Based Retrieval of 2D Codes in Fused Deposition Modeling
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Topics: Additive manufacturing, Computers, Modeling, Image segmentation, Lithography, Manufacturing, Watermarking, Encryption, Hardware, Imaging
Journal Articles

Special Issue: Challenges and Opportunities in Computing Research to Enable Next-Generation Engineering Applications

Janet K. Allen, Ehsan Esfahani, SK Gupta, Balan Gurumoorthy, Bin He, Ying Liu, John G. Michopoulos, Jitesh H. Panchal, Anurag Purwar, Kristina Wärmefjord
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060301.
Paper No: JCISE-23-1453
https://doi.org/10.1115/1.4063437
Published Online: October 19, 2023
View Article titled, Special Issue: Challenges and Opportunities in Computing Research to Enable Next-Generation Engineering Applications
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Topics: Engineering systems and industry applications
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
Publisher: ASME
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
Publisher: ASME
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
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
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
Publisher: ASME
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
Publisher: ASME
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
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
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
Publisher: ASME
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

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
Publisher: American Society of Mechanical Engineers
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

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

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
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