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Marina Kontou

Marina G. Kontou

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Journal Articles

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2023
[j2]
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  - journals/asc/KontouAG23
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Marina Kontou, V. G. Asouti, Kyriakos C. Giannakoglou:
DNN surrogates for turbulence closure in CFD-based shape optimization. Appl. Soft Comput. 134: 110013 (2023)
2022
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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)

Conference and Workshop Papers

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2023
[c2]
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  - conf/eann/KovaniKAG23
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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
2020
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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

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