Jitesh H. Panchal

Purdue University West Lafayette — United States

Engineering · Physical Sciences

25h-index2.9kcitations297works1.02yr avg
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Research Topics

Manufacturing Process and Optimization(77), Design Education and Practice(71), Product Development and Customization(68), Open Source Software Innovations(28), Systems Engineering Methodologies and Applications(16)

Publications297 total

On-Board Vision-Language Models (VLMs) for Personalized Motion Control of Autonomous Vehicles
2025· 1 cited
A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving
ACM Transactions on Internet of Things·2025Open Access
An Ontology-Based Reasoner in Aerospace Engineering Education
2025
A Probabilistic Modeling Framework to Account for Novel Design Solutions From Non-Traditional Solvers
2025
Extracting Design Process Heuristics: A Systematic Computational Approach
2025
A Multi-Player Educational Game for Teaching Solver-Aware Systems Architecting (SASA) Heuristics
2025
Hybrid SIS Dynamics for Demand Modeling of Frequently Updated Products
2025
A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving
arXiv (Cornell University)·2025Open Access
Hybrid SIS Dynamics for Demand Modeling of Frequently Updated Products
arXiv (Cornell University)·2025Open Access
Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model
Journal of Computing and Information Science in Engineering·2025
Developing Heuristics for Resource Allocation and Utilization in Systems Design: A Hierarchical Reinforcement Learning Approach
Journal of Mechanical Design·2025· 1 cited
Intellectual Property Strategies for Additive Manufacturing in Defense Acquisitions
SSRN Electronic Journal·2025· 1 citedOpen Access
Enhancing design concept diversity: multi-persona prompting strategies for large language models
Design Science·2025Open Access
On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation
arXiv (Cornell University)·2024· 1 citedOpen Access
LLM4AD: Large Language Models for Autonomous Driving -- Concept, Review, Benchmark, Experiments, and Future Trends
arXiv (Cornell University)·2024· 1 citedOpen Access
Personalized Autonomous Driving with Large Language Models: Field Experiments
2024· 11 cited
Heuristics for Solver-Aware Systems Architecting: A Reinforcement Learning Approach
Journal of Mechanical Design·2024· 3 cited
Modeling Demand Spikes in Continuously Evolving Products Using Dynamic Customer Preferences
2024
A Multi-Fidelity Approach to Testing and Evaluation of AI-Enabled Systems
2024Open Access
Developing Heuristics for Resource Allocation and Utilization in Systems Design: A Hierarchical Reinforcement Learning Approach
2024· 1 cited
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Frequent Co-authors

Farrokh Mistree(21), Janet K. Allen(18), Dirk Schaefer(7), Christiaan J. J. Paredis(6), David L. McDowell(5), Ilias Bilionis(5), Zhenghui Sha(4), Karthik Kannan(3), Marco Fernandez(3), Hae‐Jin Choi(3), Meryvn Fathianathan(2), Joseph Thekinen(2), Murtuza Shergadwala(2), David W. Rosen(2), Piyush Pandita(2), Zhenjun Ming(2), Guoxin Wang(2), Yan Yan(2), Ahmad F. Taha(2), Ahmed Elmahdi(2)