Surrogate modeling of microwave structures using kriging, co-kriging, and space mapping

Author:

Couckuyt Ivo1,Koziel Slawomir2,Dhaene Tom1

Affiliation:

1. Surrogate Modeling Lab, Department of Information Technology; Ghent University-IBBT; B-9050; Ghent; Belgium

2. Engineering Optimization & Modeling Center, School of Science and Engineering; Reykjavik University; Menntavegur 1; 101; Reykjavik; Iceland

Publisher

Wiley

Subject

Electrical and Electronic Engineering,Computer Science Applications,Modeling and Simulation

Cited by 25 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. Joint Dual-Input Digital Predistortion of Supply-Modulated RF PA by Surrogate-Based Multi-Objective Optimization;IEEE Transactions on Microwave Theory and Techniques;2022-01

2. Low‐cost surrogate modeling of antennas using two‐level Gaussian process regression method;International Journal of Numerical Modelling: Electronic Networks, Devices and Fields;2021-04-27

3. Software system for automated lifecycle management and design of strain gauge force sensors;XLIV ACADEMIC SPACE CONFERENCE: dedicated to the memory of academician S.P. Korolev and other outstanding Russian scientists – Pioneers of space exploration;2021

4. Crime Prediction with Historical Crime and Movement Data of Potential Offenders Using a Spatio-Temporal Cokriging Method;ISPRS International Journal of Geo-Information;2020-12-07

5. Quick retrieval of effective electromagnetic metamaterial parameters by using a Multi-fidelity Surrogate Modelling approach;The European Physical Journal Applied Physics;2020-05

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