Browsing by Author "Belen, Mehmet Ali"

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Deep learning base modified MLP model for precise scattering parameter prediction of capacitive feed antenna

Calik, Nurullah; Belen, Mehmet Ali; Mahouti, Peyman (WILEY, 2019)

The relations between the antennas' geometrical parameters and design specifications usually consist of linear and nonlinear components. Especially with the increase of the requested performance measures, the design procedure ...
Surrogate Based Design Optimization of Multi-Band Antenna

Tarı, Özlem; Aysu, Belen; Mahouti, Peyman; Belen, Mehmet Ali (Institute of Electrical and Electronics Engineers Inc., 2021)

In this work, design optimization process of a multiband antenna via the use of Artificial Neural Network (ANN) based surrogate model and meta-heuristic optimizers is studied. For this mean firstly, by using Latin-Hyper ...