Browsing by Author "Belen, Mehmet Ali"
Now showing items 1-4 of 4
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Data-Driven Surrogate-Assisted Optimization of Metamaterial-Based Filtenna Using Deep Learning
Mahouti, Peyman; Belen, Aysu; Tarı, Özlem; Belen, Mehmet Ali; Karahan, Serdal; Koziel, Slawomir (MDPI, 2023)In this work, a computationally efficient method based on data-driven surrogate models is proposed for the design optimization procedure of a Frequency Selective Surface (FSS)-based filtering antenna (Filtenna). A Filtenna ... -
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 ... -
ISM Band Haberleşme Uygulamaları İçin Origami Anten Tasarımı
Çalışkan, Alper; Kızılay, Ahmet; Belen, Mehmet Ali; Mahouti, Peyman (Osman Sağdıç, 2019)Son yıllarda, ebatları büyük antenlerin maliyetleri düşürmek adına minyatürleştirilmesi giderek artan bir ihtiyaç haline gelmiştir. Özellikle ticari ve askeri uygulamalar için küçük boyutlu, hafif ve geniş bantlı anten ... -
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 ...
