Variable-Fidelity Electromagnetic Simulations and Co-Kriging for Accurate Modeling of Antennas

Slawomir Koziel; Stanislav Ogurtsov; Ivo Couckuyt; Tom Dhaene

doi:10.1109/tap.2012.2231924

Variable-Fidelity Electromagnetic Simulations and Co-Kriging for Accurate Modeling of Antennas

IEEE Transactions on Antennas and Propagation ◽

10.1109/tap.2012.2231924 ◽

2013 ◽

Vol 61 (3) ◽

pp. 1301-1308 ◽

Cited By ~ 34

Author(s):

Slawomir Koziel ◽

Stanislav Ogurtsov ◽

Ivo Couckuyt ◽

Tom Dhaene

Keyword(s):

Electromagnetic Simulations ◽

Variable Fidelity

Download Full-text

CPU-budget-driven automated microwave design optimization using variable-fidelity electromagnetic simulations

2012 IEEE/MTT-S International Microwave Symposium Digest ◽

10.1109/mwsym.2012.6257772 ◽

2012 ◽

Cited By ~ 5

Author(s):

Slawomir Koziel ◽

Stanislav Ogurtsov

Keyword(s):

Design Optimization ◽

Electromagnetic Simulations ◽

Variable Fidelity ◽

Microwave Design

Download Full-text

Local response surface approximations and variable-fidelity electromagnetic simulations for computationally efficient microwave design optimisation

IET Microwaves Antennas & Propagation ◽

10.1049/iet-map.2011.0293 ◽

2012 ◽

Vol 6 (9) ◽

pp. 1056 ◽

Cited By ~ 3

Author(s):

S. Koziel ◽

S. Ogurtsov ◽

S. Szczepanski

Keyword(s):

Response Surface ◽

Local Response ◽

Computationally Efficient ◽

Design Optimisation ◽

Response Surface Approximations ◽

Electromagnetic Simulations ◽

Variable Fidelity ◽

Microwave Design

Download Full-text

Computational-budget-driven automated microwave design optimization using variable-fidelity electromagnetic simulations

International Journal of RF and Microwave Computer-Aided Engineering ◽

10.1002/mmce.20679 ◽

2012 ◽

Vol 23 (3) ◽

pp. 349-356 ◽

Cited By ~ 8

Author(s):

Slawomir Koziel ◽

Stanislav Ogurtsov

Keyword(s):

Design Optimization ◽

Electromagnetic Simulations ◽

Variable Fidelity ◽

Microwave Design ◽

Computational Budget

Download Full-text

Model management for cost-efficient surrogate-based optimisation of antennas using variable-fidelity electromagnetic simulations

IET Microwaves Antennas & Propagation ◽

10.1049/iet-map.2012.0222 ◽

2012 ◽

Vol 6 (15) ◽

pp. 1643-1650 ◽

Cited By ~ 35

Author(s):

S. Koziel ◽

S. Ogurtsov

Keyword(s):

Model Management ◽

Electromagnetic Simulations ◽

Variable Fidelity ◽

Cost Efficient

Download Full-text

Antenna design using variable-fidelity electromagnetic simulations

International Journal of Applied Electromagnetics and Mechanics ◽

10.3233/jae-131726 ◽

2013 ◽

Vol 43 (1-2) ◽

pp. 169-183 ◽

Cited By ~ 7

Author(s):

Slawomir Koziel ◽

Stanislav Ogurtsov

Keyword(s):

Antenna Design ◽

Electromagnetic Simulations ◽

Variable Fidelity

Download Full-text

Cost‐efficient performance‐driven modelling of multi‐band antennas by variable‐fidelity electromagnetic simulations and customized space mapping

International Journal of Numerical Modelling Electronic Networks Devices and Fields ◽

10.1002/jnm.2778 ◽

2020 ◽

Vol 33 (6) ◽

Cited By ~ 1

Author(s):

Slawomir Koziel ◽

Anna Pietrenko‐Dabrowska

Keyword(s):

Space Mapping ◽

Electromagnetic Simulations ◽

Efficient Performance ◽

Variable Fidelity ◽

Cost Efficient ◽

Multi Band

Download Full-text

Surrogate modeling of impedance matching transformers by means of variable‐fidelity electromagnetic simulations and nested cokriging

International Journal of RF and Microwave Computer-Aided Engineering ◽

10.1002/mmce.22268 ◽

2020 ◽

Vol 30 (8) ◽

Author(s):

Anna Pietrenko‐Dabrowska ◽

Slawomir Koziel

Keyword(s):

Impedance Matching ◽

Surrogate Modeling ◽

Electromagnetic Simulations ◽

Variable Fidelity

Download Full-text

Sequential approximate optimization using variable fidelity response surface approximations

10.2514/6.2000-1391 ◽

2000 ◽

Cited By ~ 1

Author(s):

Jose Rodriguez ◽

Victor Perez ◽

John Renaud

Keyword(s):

Response Surface ◽

Sequential Approximate Optimization ◽

Approximate Optimization ◽

Response Surface Approximations ◽

Variable Fidelity

Download Full-text

Aerodynamic Response Quantification of Complex Hypersonic Configurations using Variable Fidelity Surrogate Modeling

53rd AIAA Aerospace Sciences Meeting ◽

10.2514/6.2015-1703 ◽

2015 ◽

Cited By ~ 1

Author(s):

James Tancred ◽

Markus P. Rumpfkeil

Keyword(s):

Surrogate Modeling ◽

Variable Fidelity

Download Full-text

Visual Result Prediction in Electromagnetic Simulations Using Machine Learning

IEEE Antennas and Wireless Propagation Letters ◽

10.1109/lawp.2019.2939762 ◽

2019 ◽

Vol 18 (11) ◽

pp. 2264-2266 ◽

Cited By ~ 1

Author(s):

Bariscan Karaosmanoglu ◽

Ozgur Ergul

Keyword(s):

Machine Learning ◽

Electromagnetic Simulations ◽

Visual Result

Download Full-text