Mehmet A. Belen

Accurate Modeling of Antenna Structures by Means of Domain Confinement and Pyramidal Deep Neural Networks

Peyman Mahoutı, Mehmet A. Belen · IEEE Transactions on Antennas and Propagation · 2021 · 72 citations

Engineering, Computational Engineering, Electrical Engineering +14

Deep-learning-based precise characterization of microwave transistors using fully-automated regression surrogates

Filiz Güneş, Anna Pietrenko‐Dabrowska, Mehmet A. Belen et al. · Scientific Reports · 2023 · 64 citations · Full text

Engineering, Computer Science, Electrical Engineering +17

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

Mehmet A. Belen, Peyman Mahoutı · International Journal of Numerical Modelling Electronic Networks Devices and Fields · 2019 · 53 citations

Engineering, Computational Engineering, Electrical Engineering +17

Accurate Modeling of Frequency Selective Surfaces Using Fully-Connected Regression Model With Automated Architecture Determination and Parameter Selection Based on Bayesian Optimization

Mehmet A. Belen, Peyman Mahoutı · IEEE Access · 2021 · 51 citations · Full text

Computing, Computational Engineering, Electrical Engineering +17

Improved Modeling of Microwave Structures Using Performance-Driven Fully-Connected Regression Surrogate

Peyman Mahoutı, Mehmet A. Belen, Stanisław Szczepański · IEEE Access · 2021 · 37 citations · Full text

Engineering, Computational Engineering, Electrical Engineering +16