Jitesh H. Panchal, Ph.D.
Affiliations: | 2005 | Georgia Institute of Technology, Atlanta, GA |
Area:
Mechanical EngineeringGoogle:
"Jitesh Panchal"Parents
Sign in to add mentor| Farrokh Mistree | grad student | 2005 | Georgia Tech | |
| (A framework for simulation-based integrated design of multiscale products and design processes.) | ||||
| Christiaan J.J. Paredis | grad student | 2005 | Georgia Tech | |
| (A framework for simulation-based integrated design of multiscale products and design processes.) | ||||
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Publications
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| Chaudhari AM, Gralla EL, Szajnfarber Z, et al. (2020) Designing Representative Model Worlds to Study Socio-Technical Phenomena: A Case Study of Communication Patterns in Engineering Systems Design Journal of Mechanical Design. 1-51 |
| Chaudhari AM, Bilionis I, Panchal JH. (2020) Descriptive Models of Sequential Decisions in Engineering Design: An Experimental Study Journal of Mechanical Design. 142 |
| Shergadwala M, Forbes H, Schaefer D, et al. (2020) Challenges and Research Directions in Crowdsourcing for Engineering Design: An Interview Study With Industry Professionals Ieee Transactions On Engineering Management. 1-13 |
| Safarkhani S, Bilionis I, Panchal JH. (2020) Towards a Theory of Systems Engineering Processes: A Principal-Agent Model of a One-Shot, Shallow Process. Ieee Systems Journal. 14: 3277-3288 |
| Safarkhani S, Bilionis I, Panchal JH. (2020) Modeling the System Acquisition Using Deep Reinforcement Learning Ieee Access. 8: 124894-124904 |
| Bao Y, Ming Z, Panchal JH, et al. (2020) A Reusable and Executable Information Model of Experiments on Human Decision Making in Systems Engineering and Design Ieee Access. 8: 27597-27617 |
| Karumuri S, Tripathy R, Bilionis I, et al. (2020) Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks Journal of Computational Physics. 404: 109120 |
| Szajnfarber Z, Grogan PT, Panchal JH, et al. (2020) A call for consensus on the use of representative model worlds in systems engineering and design Systems Engineering. 23: 436-442 |
| Liu K, Wu T, Detwiler D, et al. (2019) Design for Crashworthiness of Categorical Multimaterial Structures Using Cluster Analysis and Bayesian Optimization Journal of Mechanical Design. 141 |
| Panchal JH, Fuge M, Liu Y, et al. (2019) Special Issue: Machine Learning for Engineering Design Journal of Mechanical Design. 141 |