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ORCIDKyriakos C. Giannakoglou
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- affiliation: National Technical University of Athens, Greece
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2020 – today
- 2023
[j17]Marina Kontou
, V. G. Asouti, Kyriakos C. Giannakoglou:
DNN surrogates for turbulence closure in CFD-based shape optimization. Appl. Soft Comput. 134: 110013 (2023)- [c5]Konstantina G. Kovani, Marina G. Kontou, Varvara G. Asouti, Kyriakos C. Giannakoglou:
DNN-Driven Gradient-Based Shape Optimization in Fluid Mechanics. EANN 2023: 379-390 - 2022
- [j16]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) - 2021
- [j15]Panayiotis Yiannis Vrionis, Konstantinos D. Samouchos, Kyriakos C. Giannakoglou:
Topology optimization in fluid mechanics using continuous adjoint and the cut-cell method. Comput. Math. Appl. 97: 286-297 (2021) - [j14]Ilias Vasilopoulos, Varvara Asouti, Kyriakos C. Giannakoglou, Marcus Meyer:
Gradient-based Pareto front approximation applied to turbomachinery shape optimization. Eng. Comput. 37(1): 449-459 (2021) - 2020
- [c4]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
2010 – 2019
- 2019
- [j13]Flavio Gagliardi, Kyriakos C. Giannakoglou:
A two-step radial basis function-based CFD mesh displacement tool. Adv. Eng. Softw. 128: 86-97 (2019) - [j12]Flavio Gagliardi, Kyriakos C. Giannakoglou:
RBF-based morphing of B-Rep models for use in aerodynamic shape optimization. Adv. Eng. Softw. 138 (2019) - [j11]Christos S. Kapellos, Evangelos M. Papoutsis-Kiachagias, Kyriakos C. Giannakoglou, Michael Hartmann:
The unsteady continuous adjoint method for minimizing flow-induced sound radiation. J. Comput. Phys. 392: 368-384 (2019) - 2018
- [j10]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]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]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 - 2015
- [j8]I. S. Kavvadias, Evangelos M. Papoutsis-Kiachagias, Kyriakos C. Giannakoglou:
On the proper treatment of grid sensitivities in continuous adjoint methods for shape optimization. J. Comput. Phys. 301: 1-18 (2015) - 2012
- [j7]Stylianos A. Kyriacou, Simon Weissenberger, Kyriakos C. Giannakoglou:
Design of a matrix hydraulic turbine using a metamodel-assisted evolutionary algorithm with PCA-driven evolution operators. Int. J. Math. Model. Numer. Optimisation 3(1/2): 45-63 (2012) - [j6]V. G. Asouti, Kyriakos C. Giannakoglou:
A low-cost evolutionary algorithm for the unit commitment problem considering probabilistic unit outages. Int. J. Syst. Sci. 43(7): 1322-1335 (2012) - 2011
- [j5]Ioannis C. Kampolis, Kyriakos C. Giannakoglou:
Synergetic use of different evaluation, parameterization and search tools within a multilevel optimization platform. Appl. Soft Comput. 11(1): 645-651 (2011) - 2010
- [j4]Alexandros S. Zymaris, Dimitrios I. Papadimitriou, Kyriakos C. Giannakoglou, Carsten Othmer:
Adjoint wall functions: A new concept for use in aerodynamic shape optimization. J. Comput. Phys. 229(13): 5228-5245 (2010)
2000 – 2009
- 2009
- [j3]V. G. Asouti, Ioannis C. Kampolis, Kyriakos C. Giannakoglou:
A grid-enabled asynchronous metamodel-assisted evolutionary algorithm for aerodynamic optimization. Genet. Program. Evolvable Mach. 10(4): 373-389 (2009) - 2008
- [j2]P. I. K. Liakopoulos, Ioannis C. Kampolis, Kyriakos C. Giannakoglou:
Grid enabled, hierarchical distributed metamodel-assisted evolutionary algorithms for aerodynamic shape optimization. Future Gener. Comput. Syst. 24(7): 701-708 (2008) - 2007
- [c2]Ioannis C. Kampolis, A. S. Zymaris, V. G. Asouti, Kyriakos C. Giannakoglou:
Multilevel optimization strategies based on metamodel-assisted evolutionary algorithms, for computationally expensive problems. IEEE Congress on Evolutionary Computation 2007: 4116-4123 - 2006
- [j1]Michael T. M. Emmerich, Kyriakos C. Giannakoglou, Boris Naujoks:
Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels. IEEE Trans. Evol. Comput. 10(4): 421-439 (2006) - 2002
- [c1]Michael Emmerich, Alexios Giotis, Mutlu Özdemir, Thomas Bäck, Kyriakos C. Giannakoglou:
Metamodel-Assisted Evolution Strategies. PPSN 2002: 361-370
Coauthor Index
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