Dimitrios Kapsoulis

According to our database, Dimitrios Kapsoulis authored at least 5 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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

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