surrogate modeling
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Surrogate Modeling and Parametric Optimization Strategy for Minimizing Sonic Boom in a Morphing Aircraft

2022 ◽  
Author(s):  
Jonathan Weaver-Rosen ◽  
Ying-Kuan Tsai ◽  
Justin Schoppe ◽  
Yutaka Terada ◽  
Richard Malak ◽  
...  
Keyword(s):  
Parametric Optimization ◽  
Surrogate Modeling ◽  
Sonic Boom ◽  
Optimization Strategy ◽  
Morphing Aircraft

Dimension Reduction for Efficient Surrogate Modeling in High-Dimensional Applications

2022 ◽  
Author(s):  
Berkcan Kapusuzoglu ◽  
Yulin Guo ◽  
Sankaran Mahadevan ◽  
Shunsaku Matsumoto ◽  
Miyagi Yoshitomo ◽  
...  
Keyword(s):  
Dimension Reduction ◽  
Surrogate Modeling ◽  
High Dimensional

Adaptive Sampling-Based Artificial Neural Network for Surrogate Modeling

2022 ◽  
Author(s):  
Subham Gupta ◽  
Achyut Paudel ◽  
Mishal Thapa ◽  
Sameer B. Mulani ◽  
Robert Walters
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Adaptive Sampling ◽  
Surrogate Modeling ◽  
Artificial Neural

Composite Kernel Functions for Surrogate Modeling using Recursive Multi-Fidelity Kriging

2022 ◽  
Author(s):  
Pramudita S. Palar ◽  
Lucia Parussini ◽  
Luigi Bregant ◽  
Koji Shimoyama ◽  
Muhammad F. Izzaturrahman ◽  
...  
Keyword(s):  
Surrogate Modeling ◽  
Kernel Functions ◽  
Composite Kernel

A multi-fidelity surrogate modeling approach for incorporating multiple non-hierarchical low-fidelity data

2022 ◽  
Vol 51 ◽  
pp. 101430
Author(s):  
Lili Zhang ◽  
Yuda Wu ◽  
Ping Jiang ◽  
Seung-Kyum Choi ◽  
Qi Zhou
Keyword(s):  
Surrogate Modeling ◽  
Modeling Approach
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