1-8 of 8
Metamodeling
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles

A new sequential sampling method for surrogate modeling based on a hybrid metric

Accepted Manuscript
Weifei Hu, Feng Zhao, Xiaoyu Deng, Feiyun Cong, Jianwei Wu, Zhenyu Liu, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1570
https://doi.org/10.1115/1.4064163
Published Online: November 30, 2023
View Article titled, A new sequential sampling method for surrogate modeling based on a hybrid metric
Open the PDF for A new sequential sampling method for surrogate modeling based on a hybrid metric in another window
Topics: Metamodeling, Sampling methods
Journal Articles

Vehicle Crashworthiness Performance Prediction through Fusion of Multiple Data Sources

Accepted Manuscript
Jice Zeng, Ying Zhao, Guosong Li, Zhenyan Gao, Yang Li, Saeed Barbat, Zhen Hu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1554
https://doi.org/10.1115/1.4064063
Published Online: November 16, 2023
View Article titled, Vehicle Crashworthiness Performance Prediction through Fusion of Multiple Data Sources
Open the PDF for Vehicle Crashworthiness Performance Prediction through Fusion of Multiple Data Sources in another window
Topics: Crashworthiness, Vehicles, Computer-aided engineering, Displacement, Data fusion, Design automation, Design under uncertainty, Elastic constants, Metamodeling, Performance evaluation
Journal Articles

A Single-Fidelity Surrogate Modeling Method Based on Nonlinearity Integrated Multi-Fidelity Surrogate

Kunpeng Li, Xiwang He, Liye Lv, Jiaxiang Zhu, Guangbo Hao, Haiyang Li, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091705.
Paper No: MD-22-1637
https://doi.org/10.1115/1.4062665
Published Online: June 26, 2023
View Article titled, A Single-Fidelity Surrogate Modeling Method Based on Nonlinearity Integrated Multi-Fidelity Surrogate
Open the PDF for A Single-Fidelity Surrogate Modeling Method Based on Nonlinearity Integrated Multi-Fidelity Surrogate in another window
Topics: Displacement, Errors, Manipulators, Metamodeling, Mirrors, Modeling, Stability, Stress, Digital twin, Robustness
Journal Articles

Net-HDMR Metamodeling Method for High-Dimensional Problems

Jie Liu, Yue Zhao, Fei Lei, Fei Ding
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091706.
Paper No: MD-23-1128
https://doi.org/10.1115/1.4062669
Published Online: June 26, 2023
View Article titled, Net-HDMR Metamodeling Method for High-Dimensional Problems
Open the PDF for Net-HDMR Metamodeling Method for High-Dimensional Problems in another window
Topics: Interpolation, Metamodeling, Modeling, Sampling methods, Splines, Approximation, Dimensions, Deformation, Construction
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
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081701.
Paper No: MD-21-1569
https://doi.org/10.1115/1.4053526
Published Online: March 24, 2022
View Article titled, An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems
Open the PDF for An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems in another window
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
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2021, 143(12): 121704.
Paper No: MD-20-1895
https://doi.org/10.1115/1.4051193
Published Online: July 19, 2021
View Article titled, Multifidelity Data Fusion Based on Gradient-Enhanced Surrogate Modeling Method
Open the PDF for Multifidelity Data Fusion Based on Gradient-Enhanced Surrogate Modeling Method in another window
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
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2021, 143(10): 101701.
Paper No: MD-20-1657
https://doi.org/10.1115/1.4050654
Published Online: April 9, 2021
View Article titled, Sequential Sampling Framework for Metamodeling Uncertainty Reduction in Multilevel Optimization of Hierarchical Systems
Open the PDF for Sequential Sampling Framework for Metamodeling Uncertainty Reduction in Multilevel Optimization of Hierarchical Systems in another window
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
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. September 2005, 127(5): 1014–1020.
https://doi.org/10.1115/1.1906264
Published Online: January 14, 2005
View Article titled, Metamodeling Development for Vehicle Frontal Impact Simulation
Open the PDF for Metamodeling Development for Vehicle Frontal Impact Simulation in another window
Topics: Design, Metamodeling, Modeling, Simulation, Vehicles, Deformation, Response surface methodology, Errors, Sampling methods