Dimitrios Kapsoulis

Most-cited papers

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

   Dimitrios Kapsoulis, K. Tsiakas, X. Trompoukis, V. Asouti +1 more

   2018Applied Soft Computing25 citations

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

   Dimitrios Kapsoulis, K. Tsiakas, X. Trompoukis, V. Asouti +1 more

   2018Applied Soft Computing19 citations

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

   Dimitrios Kapsoulis, K. Tsiakas, V. Asouti, K. Giannakoglou

   2016IEEE Symposium Series on Computational Intelligence12 citations

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4. EVOLUTIONARY AERODYNAMIC SHAPE OPTIMIZATION THROUGH THE RBF4AERO PLATFORM

   Dimitrios Kapsoulis, V. Asouti, K. Giannakoglou, Stefano Porziani +4 more

   20168 citations Open access

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5. Shape Optimization of 3D Diaphragm Pumps using the Continuous Adjoint Approach to the Cut-Cell Method

   K. Samouchos, Dimitrios Kapsoulis, X. Trompoukis, K. Giannakoglou

   20194 citations

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6. The RBF4AERO benchmark technology platform

   M. Bernaschi, A. Sabellico, G. Urso, E. Costa +8 more

   20164 citations Open access

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7. λ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\lambda $$\end{document}-DNNs and their implementation in conjugate h

   M. Kontou, Dimitrios Kapsoulis, Ioannis Baklagis, X. Trompoukis +1 more

   2021Neural computing & applications (Print)3 citations

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8. Hybrid Optimization of a Valveless Diaphragm Micropump Using the Cut-Cell Method

   Dimitrios Kapsoulis, K. Samouchos, X. Trompoukis, K. Giannakoglou

   2019Journal of Mechanical Engineering and Automation2 citations Open access

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9. Design of a Diaphragm Pump under Uncertainties using the Continuous Adjoint to the Cut-Cell Method

   K. Samouchos, Dimitrios Kapsoulis, X. Trompoukis, K. Giannakoglou

   20182 citations

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10. AIRCRAFT & CAR SHAPE OPTIMIZATION ON THE RBF4AERO PLATFORM

    Dimitrios Kapsoulis, Asouti, E. Papoutsis-Kiachagias, K. Giannakoglou +10 more

    20162 citations

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11. U-Bend Optimization on the RBF4AERO Platform

    Dimitrios Kapsoulis, E. Papoutsis Kiachagias, Asouti, K. Giannakoglou +2 more

    20162 citations

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12. $$\lambda $$-DNNs and Their Implementation in Aerodynamic and Conjugate Heat Transfer Optimization

    M. Kontou, Dimitrios Kapsoulis, Ioannis Baklagis, K. Giannakoglou

    2020Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference1 citations

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13. Low cost evolutionary algorithms for engineering applications

    K. Giannakoglou, V. Asouti, Dimitrios Kapsoulis, K. Tsiakas +2 more

    20180 citations

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