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Journal Articles

Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks

Accepted Manuscript
Yeo Jung Yoon, Santosh Narayan, Satyandra K. Gupta
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1201
https://doi.org/10.1115/1.4063276
Published Online: August 29, 2023
View Article titled, Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks
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Topics: Finishing, Robotics, Robots, Damage, Engineering simulation, Engineering systems and industry applications, Machine learning, Metamodeling, Safety, Simulation
Journal Articles

Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study

Ying Zhao, Chen Jiang, Manuel A. Vega, Michael D. Todd, Zhen Hu
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011001.
Paper No: JCISE-21-1386
https://doi.org/10.1115/1.4054039
Published Online: May 17, 2022
View Article titled, Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study
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Topics: Metamodeling, Nonlinear dynamical systems, Dynamic systems, Artificial neural networks
Journal Articles

Sequential Design Process for Screening and Optimization of Robustness and Reliability Based on Finite Element Analysis and Meta-Modeling

Tim Brix Nerenst, Martin Ebro, Morten Nielsen, Kanishk Bhadani, Gauti Asbjörnsson, Tobias Eifler, Kim Lau Nielsen
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2022, 22(4): 040902.
Paper No: JCISE-21-1325
https://doi.org/10.1115/1.4053074
Published Online: February 7, 2022
View Article titled, Sequential Design Process for Screening and Optimization of Robustness and Reliability Based on Finite Element Analysis and Meta-Modeling
Open the PDF for Sequential Design Process for Screening and Optimization of Robustness and Reliability Based on Finite Element Analysis and Meta-Modeling in another window
Topics: Design, Finite element analysis, Optimization, Robustness, Simulation, Reliability, Experimental design, Metamodeling, Failure