Kyriakos C. Giannakoglou

◀ ▶ joint publications with Dimitrios Kapsoulis

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Publications

2022
[j16]
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  - journals/nca/KontouKBTG22
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  - https://dblp.org/rec/journals/nca/KontouKBTG22
Marina Kontou, Dimitrios Kapsoulis, Ioannis Baklagis, Xenofon Trompoukis, Kyriakos C. Giannakoglou:
λ-DNNs and their implementation in conjugate heat transfer shape optimization. Neural Comput. Appl. 34(2): 843-854 (2022)
2020
[c4]
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  - conf/eann/KontouKBG20
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Marina Kontou, Dimitrios Kapsoulis, Ioannis Baklagis, Kyriakos C. Giannakoglou:
λ-DNNs and Their Implementation in Aerodynamic and Conjugate Heat Transfer Optimization. EANN 2020: 202-214
2018
[j10]
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  - journals/asc/KapsoulisTTAG18
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Dimitrios Kapsoulis, Konstantinos Tsiakas, Xenofon Trompoukis, Varvara Asouti, Kyriakos C. Giannakoglou:
Evolutionary multi-objective optimization assisted by metamodels, kernel PCA and multi-criteria decision making techniques with applications in aerodynamics. Appl. Soft Comput. 64: 1-13 (2018)
[j9]
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  - journals/asc/KapsoulisTTAG18a
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Dimitrios Kapsoulis, Konstantinos Tsiakas, Xenofon Trompoukis, Varvara Asouti, Kyriakos C. Giannakoglou:
A PCA-assisted hybrid algorithm combining EAs and adjoint methods for CFD-based optimization. Appl. Soft Comput. 73: 520-529 (2018)
2016
[c3]
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  - conf/ssci/KapsoulisTAG16
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Dimitrios Kapsoulis, Konstantinos Tsiakas, Varvara Asouti, Kyriakos C. Giannakoglou:
The use of Kernel PCA in evolutionary optimization for computationally demanding engineering applications. SSCI 2016: 1-8

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