A Dual Kriging Approach With Improved Points Selection Algorithm for Memory Efficient Surrogate Optimization in Electromagnetics

Author:

Li Yinjiang,Xiao Song,Rotaru Mihai,Sykulski Jan K.

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Electronic, Optical and Magnetic Materials

Cited by 17 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Knowledge‐Based Globalized Optimization of High‐Frequency Structures Using Inverse Surrogates;Advances in Electromagnetics Empowered by Artificial Intelligence and Deep Learning;2023-08-30

2. Kriging Methodology for Predicting Material Uncertainty Impact on FEM Scattering Computations;2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (USNC-URSI);2023-07-23

3. Globalized Parametric Optimization of Microwave Passive Components Using Simplex-Based Surrogates;IEEE Transactions on Microwave Theory and Techniques;2023

4. Machine Learning Application for Modeling and Design Optimization of High Frequency Structures;Advances in Time‐Domain Computational Electromagnetic Methods;2022-11

5. Direct constraint control for EM-based miniaturization of microwave passives;Scientific Reports;2022-08-03

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