Selvakumar Ulaganathan

Journal Article
A1
open access

Surrogate modeling based cognitive decision engine for optimization of WLAN performance

David Plets (UGent) , Krishnan Chemmangat, Dirk Deschrijver (UGent) , Michael Mehari (UGent) , Selvakumar Ulaganathan (UGent) , Mostafa Pakparvar, Tom Dhaene (UGent) , Jeroen Hoebeke (UGent) , Ingrid Moerman (UGent) and Emmeric Tanghe (UGent)

(2017) WIRELESS NETWORKS. 23(8). p.2347-2359

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Journal Article
A1
open access

Data-driven model based design and analysis of antenna structures

Selvakumar Ulaganathan (UGent) , Slawomir Koziel, Adrian Bekasiewicz, Ivo Couckuyt (UGent) , Eric Laermans (UGent) and Tom Dhaene (UGent)

(2016) IET MICROWAVES ANTENNAS & PROPAGATION. 10(13). p.1428-1434

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A hybrid sequential sampling based metamodelling approach for high dimensional problems

Selvakumar Ulaganathan (UGent) , Ivo Couckuyt (UGent) , Tom Dhaene (UGent) , Eric Laermans (UGent) and Joris Degroote (UGent)

(2016) 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC). In IEEE Congress on Evolutionary Computation p.1917-1923

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Journal Article
A1
open access

Building accurate radio environment maps from multi-fidelity spectrum sensing data

Selvakumar Ulaganathan (UGent) , Dirk Deschrijver (UGent) , Mostafa Pakparvar (UGent) , Ivo Couckuyt (UGent) , Wei Liu (UGent) , David Plets (UGent) , Wout Joseph (UGent) , Tom Dhaene (UGent) , Luc Martens (UGent) and Ingrid Moerman (UGent)

(2016) WIRELESS NETWORKS. 22(8). p.2551-2562

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Journal Article
A1
open access

High dimensional Kriging metamodelling utilising gradient information

Selvakumar Ulaganathan (UGent) , Ivo Couckuyt (UGent) , Tom Dhaene (UGent) , Joris Degroote (UGent) and Eric Laermans (UGent)

(2016) APPLIED MATHEMATICAL MODELLING. 40(9-10). p.5256-5270

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Journal Article
A1
open access

Performance study of gradient-enhanced Kriging

Selvakumar Ulaganathan (UGent) , Ivo Couckuyt (UGent) , Tom Dhaene (UGent) , Joris Degroote (UGent) and Eric Laermans (UGent)

(2016) ENGINEERING WITH COMPUTERS. 32(1). p.15-34

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PhD Thesis
open access

Surrogate modeling for computer aided engineering design and optimization

Selvakumar Ulaganathan (UGent)

(2016)

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Conference Paper
P1
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Fast design optimization of UWB antenna with WLAN Band-Notch

S Koziel, A Bekasiewicz, Selvakumar Ulaganathan (UGent) and Tom Dhaene (UGent)

(2015) 2015 LOUGHBOROUGH ANTENNAS & PROPAGATION CONFERENCE (LAPC). p.1-5

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Conference Paper
P1
open access

Cost-efficient modeling of antenna structures using Gradient Enhanced Kriging

Selvakumar Ulaganathan (UGent) , S Koziel, A Bekasiewicz, Ivo Couckuyt (UGent) , Eric Laermans (UGent) and Tom Dhaene (UGent)

(2015) 2015 LOUGHBOROUGH ANTENNAS & PROPAGATION CONFERENCE (LAPC). p.1-5

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Conference Paper
C1
open access

Variable-fidelity surrogate modelling with kriging

Selvakumar Ulaganathan (UGent) , Ivo Couckuyt (UGent) , Francesco Ferranti (UGent) , Tom Dhaene (UGent) and Eric Laermans (UGent)

(2015) 17th International Conference on Chemistry and Chemical Engineering, World Academy of Science, Engineering and Technology, International Science Index, Computer and Information Engineering, Proceedings. p.514-518

Academic Bibliography

Selvakumar Ulaganathan

Surrogate modeling based cognitive decision engine for optimization of WLAN performance

Data-driven model based design and analysis of antenna structures

A hybrid sequential sampling based metamodelling approach for high dimensional problems

Building accurate radio environment maps from multi-fidelity spectrum sensing data

High dimensional Kriging metamodelling utilising gradient information

Performance study of gradient-enhanced Kriging

Surrogate modeling for computer aided engineering design and optimization

Fast design optimization of UWB antenna with WLAN Band-Notch

Cost-efficient modeling of antenna structures using Gradient Enhanced Kriging

Variable-fidelity surrogate modelling with kriging

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