Kyriakos C. Giannakoglou

22 papers A 1B 1C 2Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
DNN surrogates for turbulence closure in CFD-based shape optimization.
Appl. Soft Comput.
Marina Kontou, V. G. Asouti, Kyriakos C. Giannakoglou
2023 C conf
DNN-Driven Gradient-Based Shape Optimization in Fluid Mechanics.
EANN
Konstantina G. Kovani, Marina G. Kontou, Varvara G. Asouti, Kyriakos C. Giannakoglou
2022 J jnl
λ-DNNs and their implementation in conjugate heat transfer shape optimization.
Neural Comput. Appl.
Marina Kontou, Dimitrios Kapsoulis, Ioannis Baklagis, Xenofon Trompoukis, Kyriakos C. Giannakoglou
2021 J jnl
Gradient-based Pareto front approximation applied to turbomachinery shape optimization.
Eng. Comput.
Ilias Vasilopoulos, Varvara Asouti, Kyriakos C. Giannakoglou, Marcus Meyer
2021 J jnl
Topology optimization in fluid mechanics using continuous adjoint and the cut-cell method.
Comput. Math. Appl.
Panayiotis Yiannis Vrionis, Konstantinos D. Samouchos, Kyriakos C. Giannakoglou
2020 C conf
λ-DNNs and Their Implementation in Aerodynamic and Conjugate Heat Transfer Optimization.
EANN
Marina Kontou, Dimitrios Kapsoulis, Ioannis Baklagis, Kyriakos C. Giannakoglou
2019 J jnl
A two-step radial basis function-based CFD mesh displacement tool.
Adv. Eng. Softw.
Flavio Gagliardi, Kyriakos C. Giannakoglou
2019 J jnl
RBF-based morphing of B-Rep models for use in aerodynamic shape optimization.
Adv. Eng. Softw.
Flavio Gagliardi, Kyriakos C. Giannakoglou
2019 J jnl
The unsteady continuous adjoint method for minimizing flow-induced sound radiation.
J. Comput. Phys.
Christos S. Kapellos, Evangelos M. Papoutsis-Kiachagias, Kyriakos C. Giannakoglou, Michael Hartmann
2018 J jnl
A PCA-assisted hybrid algorithm combining EAs and adjoint methods for CFD-based optimization.
Appl. Soft Comput.
Dimitrios Kapsoulis, Konstantinos Tsiakas, Xenofon Trompoukis, Varvara Asouti, Kyriakos C. Giannakoglou
2018 J jnl
Evolutionary multi-objective optimization assisted by metamodels, kernel PCA and multi-criteria decision making techniques with applications in aerodynamics.
Appl. Soft Comput.
Dimitrios Kapsoulis, Konstantinos Tsiakas, Xenofon Trompoukis, Varvara Asouti, Kyriakos C. Giannakoglou
2016 — conf
The use of Kernel PCA in evolutionary optimization for computationally demanding engineering applications.
SSCI
Dimitrios Kapsoulis, Konstantinos Tsiakas, Varvara Asouti, Kyriakos C. Giannakoglou
2015 J jnl
On the proper treatment of grid sensitivities in continuous adjoint methods for shape optimization.
J. Comput. Phys.
I. S. Kavvadias, Evangelos M. Papoutsis-Kiachagias, Kyriakos C. Giannakoglou
2012 J jnl
A low-cost evolutionary algorithm for the unit commitment problem considering probabilistic unit outages.
Int. J. Syst. Sci.
V. G. Asouti, Kyriakos C. Giannakoglou
2012 J jnl
Design of a matrix hydraulic turbine using a metamodel-assisted evolutionary algorithm with PCA-driven evolution operators.
Int. J. Math. Model. Numer. Optimisation
Stylianos A. Kyriacou, Simon Weissenberger, Kyriakos C. Giannakoglou
2011 J jnl
Synergetic use of different evaluation, parameterization and search tools within a multilevel optimization platform.
Appl. Soft Comput.
Ioannis C. Kampolis, Kyriakos C. Giannakoglou
2010 J jnl
Adjoint wall functions: A new concept for use in aerodynamic shape optimization.
J. Comput. Phys.
Alexandros S. Zymaris, Dimitrios I. Papadimitriou, Kyriakos C. Giannakoglou, Carsten Othmer
2009 J jnl
A grid-enabled asynchronous metamodel-assisted evolutionary algorithm for aerodynamic optimization.
Genet. Program. Evolvable Mach.
V. G. Asouti, Ioannis C. Kampolis, Kyriakos C. Giannakoglou
2008 J jnl
Grid enabled, hierarchical distributed metamodel-assisted evolutionary algorithms for aerodynamic shape optimization.
Future Gener. Comput. Syst.
P. I. K. Liakopoulos, Ioannis C. Kampolis, Kyriakos C. Giannakoglou
2007 B conf
Multilevel optimization strategies based on metamodel-assisted evolutionary algorithms, for computationally expensive problems.
IEEE Congress on Evolutionary Computation
Ioannis C. Kampolis, A. S. Zymaris, V. G. Asouti, Kyriakos C. Giannakoglou
2006 J jnl
Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels.
IEEE Trans. Evol. Comput.
Michael T. M. Emmerich, Kyriakos C. Giannakoglou, Boris Naujoks
2002 A conf
Metamodel-Assisted Evolution Strategies.
PPSN
Michael Emmerich, Alexios Giotis, Mutlu Özdemir, Thomas Bäck, Kyriakos C. Giannakoglou