Kyriakos C. Giannakoglou

According to our database, Kyriakos C. Giannakoglou authored at least 22 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

DNN surrogates for turbulence closure in CFD-based shape optimization.

Marina Kontou, V. G. Asouti, Kyriakos C. Giannakoglou

Appl. Soft Comput., February, 2023

DNN-Driven Gradient-Based Shape Optimization in Fluid Mechanics.

Konstantina G. Kovani, Marina G. Kontou, Varvara G. Asouti, Kyriakos C. Giannakoglou

Proceedings of the Engineering Applications of Neural Networks, 2023

2022

λ-DNNs and their implementation in conjugate heat transfer shape optimization.

Marina Kontou, Dimitrios Kapsoulis, Ioannis Baklagis, Xenofon Trompoukis, Kyriakos C. Giannakoglou

Neural Comput. Appl., 2022

2021

Gradient-based Pareto front approximation applied to turbomachinery shape optimization.

Ilias Vasilopoulos, Varvara Asouti, Kyriakos C. Giannakoglou, Marcus Meyer

Eng. Comput., 2021

Topology optimization in fluid mechanics using continuous adjoint and the cut-cell method.

Panayiotis Yiannis Vrionis, Konstantinos D. Samouchos, Kyriakos C. Giannakoglou

Comput. Math. Appl., 2021

2020

λ-DNNs and Their Implementation in Aerodynamic and Conjugate Heat Transfer Optimization.

Marina Kontou, Dimitrios Kapsoulis, Ioannis Baklagis, Kyriakos C. Giannakoglou

Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020

2019

The unsteady continuous adjoint method for minimizing flow-induced sound radiation.

Christos S. Kapellos, Evangelos M. Papoutsis-Kiachagias, Kyriakos C. Giannakoglou, Michael Hartmann

J. Comput. Phys., 2019

RBF-based morphing of B-Rep models for use in aerodynamic shape optimization.

Flavio Gagliardi, Kyriakos C. Giannakoglou

Adv. Eng. Softw., 2019

A two-step radial basis function-based CFD mesh displacement tool.

Flavio Gagliardi, Kyriakos C. Giannakoglou

Adv. Eng. Softw., 2019

2018

A PCA-assisted hybrid algorithm combining EAs and adjoint methods for CFD-based optimization.

Dimitrios Kapsoulis, Konstantinos Tsiakas, Xenofon Trompoukis, Varvara Asouti, Kyriakos C. Giannakoglou

Appl. Soft Comput., 2018

Evolutionary multi-objective optimization assisted by metamodels, kernel PCA and multi-criteria decision making techniques with applications in aerodynamics.

Dimitrios Kapsoulis, Konstantinos Tsiakas, Xenofon Trompoukis, Varvara Asouti, Kyriakos C. Giannakoglou

Appl. Soft Comput., 2018

2016

The use of Kernel PCA in evolutionary optimization for computationally demanding engineering applications.

Dimitrios Kapsoulis, Konstantinos Tsiakas, Varvara Asouti, Kyriakos C. Giannakoglou

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015

On the proper treatment of grid sensitivities in continuous adjoint methods for shape optimization.

I. S. Kavvadias, Evangelos M. Papoutsis-Kiachagias, Kyriakos C. Giannakoglou

J. Comput. Phys., 2015

2012

A low-cost evolutionary algorithm for the unit commitment problem considering probabilistic unit outages.

V. G. Asouti, Kyriakos C. Giannakoglou

Int. J. Syst. Sci., 2012

Design of a matrix hydraulic turbine using a metamodel-assisted evolutionary algorithm with PCA-driven evolution operators.

Stylianos A. Kyriacou, Simon Weissenberger, Kyriakos C. Giannakoglou

Int. J. Math. Model. Numer. Optimisation, 2012

2011

Synergetic use of different evaluation, parameterization and search tools within a multilevel optimization platform.

Ioannis C. Kampolis, Kyriakos C. Giannakoglou

Appl. Soft Comput., 2011

2010

Adjoint wall functions: A new concept for use in aerodynamic shape optimization.

Alexandros S. Zymaris, Dimitrios I. Papadimitriou, Kyriakos C. Giannakoglou, Carsten Othmer

J. Comput. Phys., 2010

2009

A grid-enabled asynchronous metamodel-assisted evolutionary algorithm for aerodynamic optimization.

V. G. Asouti, Ioannis C. Kampolis, Kyriakos C. Giannakoglou

Genet. Program. Evolvable Mach., 2009

2008

Grid enabled, hierarchical distributed metamodel-assisted evolutionary algorithms for aerodynamic shape optimization.

P. I. K. Liakopoulos, Ioannis C. Kampolis, Kyriakos C. Giannakoglou

Future Gener. Comput. Syst., 2008

2007

Multilevel optimization strategies based on metamodel-assisted evolutionary algorithms, for computationally expensive problems.

Ioannis C. Kampolis, A. S. Zymaris, V. G. Asouti, Kyriakos C. Giannakoglou

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels.

Michael T. M. Emmerich, Kyriakos C. Giannakoglou, Boris Naujoks

IEEE Trans. Evol. Comput., 2006

2002

Metamodel-Assisted Evolution Strategies.

Michael Emmerich, Alexios Giotis, Mutlu Özdemir, Thomas Bäck, Kyriakos C. Giannakoglou

Proceedings of the Parallel Problem Solving from Nature, 2002