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Journal Articles

An Adaptive Two-stage Kriging-based Infilling Strategy for Efficient Multiobjective Global Optimization

Accepted Manuscript
Yin Liu, Shuo Wang, Kunpeng Li, Wei Sun, Xueguan Song
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-22-1243
DOI: https://doi.org/10.1115/1.4055122
Published Online: July 29, 2022
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Topics: Optimization, Pareto optimization, Design, Engineering simulation, Simulation, Algorithms, Hoists, Metamodeling, Pulleys, Uncertainty
Journal Articles

An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems

Qi Zhang, Yizhong Wu, Li Lu, Ping Qiao
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081701.
Paper No: MD-21-1569
DOI: https://doi.org/10.1115/1.4053526
Published Online: March 24, 2022
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Topics: Design, Metamodeling, Optimization, Propulsion systems, Vehicles, Weight (Mass), Algorithms, Impulse (Physics), Uncertainty
Journal Articles

Multifidelity Data Fusion Based on Gradient-Enhanced Surrogate Modeling Method

Kunpeng Li, Yin Liu, Shuo Wang, Xueguan Song
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. December 2021, 143(12): 121704.
Paper No: MD-20-1895
DOI: https://doi.org/10.1115/1.4051193
Published Online: July 19, 2021
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Topics: Data fusion, Design, Metamodeling, Modeling, Robustness, Simulation
Journal Articles

Sequential Sampling Framework for Metamodeling Uncertainty Reduction in Multilevel Optimization of Hierarchical Systems

Can Xu, Ping Zhu, Zhao Liu
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. October 2021, 143(10): 101701.
Paper No: MD-20-1657
DOI: https://doi.org/10.1115/1.4050654
Published Online: April 9, 2021
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Topics: Design, Metamodeling, Optimization, Uncertainty
Journal Articles

Metamodeling Development for Vehicle Frontal Impact Simulation

R. J. Yang, N. Wang, C. H. Tho, J. P. Bobineau, B. P. Wang
Journal: Journal of Mechanical Design
Article Type: Technical Papers
J. Mech. Des. September 2005, 127(5): 1014–1020.
DOI: https://doi.org/10.1115/1.1906264
Published Online: January 14, 2005
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Topics: Design, Metamodeling, Modeling, Simulation, Vehicles, Deformation, Response surface methodology, Errors, Sampling methods