Deep-learning-based precise characterization of microwave transistors using fully-automated regression surrogates von Calik, Nurullah, Güneş, Filiz, Koziel, Slawomir, Pietrenko-Dabrowska, Anna, Belen, Mehmet A., Mahouti, Peyman

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Variable data structures and customized deep learning surrogates for computationally efficient and reliable characterization of buried objects von Yurt, Reyhan, Torpi, Hamid, Kizilay, Ahmet, Koziel, Slawomir, Mahouti, Peyman

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Optimal characterization of a microwave transistor using grey wolf algorithms von Kiani, Farzad, Seyyedabbasi, Amir, Mahouti, Peyman

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Design optimization of a pattern reconfigurable microstrip antenna using differential evolution and 3D EM simulation‐based neural network model von Mahouti, Peyman

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Buried object characterization by data-driven surrogates and regression-enabled hyperbolic signature extraction von Yurt, Reyhan, Torpi, Hamid, Kizilay, Ahmet, Koziel, Slawomir, Pietrenko-Dabrowska, Anna, Mahouti, Peyman

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Optimal design of transmitarray antennas via low-cost surrogate modelling von Belen, Mehmet A., Caliskan, Alper, Koziel, Slawomir, Pietrenko-Dabrowska, Anna, Mahouti, Peyman

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Accurate Modeling of Frequency Selective Surfaces Using Fully-Connected Regression Model With Automated Architecture Determination and Parameter Selection Based on Bayesian Optimiz... von Calik, Nurullah, Belen, Mehmet Ali, Mahouti, Peyman, Koziel, Slawomir

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Rapid Design of 3D Reflectarray Antennas by Inverse Surrogate Modeling and Regularization von Koziel, Slawomir, Belen, Mehmet Ali, Caliskan, Alper, Mahouti, Peyman

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3D EM data driven surrogate based design optimization of traveling wave antennas for beam scanning in X-band: an application example von Belen, Aysu, Günes, Filiz, Palandoken, Merih, Tari, Ozlem, Belen, Mehmet A., Mahouti, Peyman

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Data Driven Surrogate Modeling of Phase Array Antennas Using Deep Learning for Millimetric Band Applications von Tulum, Mehmet Akif, Turk, Ahmet Serdar, Mahouti, Peyman

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Pareto Optimal Characterization of a Microwave Transistor von Gunes, Filiz, Uluslu, Ahmet, Mahouti, Peyman

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Buried Object Characterization Using Ground Penetrating Radar Assisted by Data-Driven Surrogate-Models von Yurt, Reyhan, Torpi, Hamid, Mahouti, Peyman, Kizilay, Ahmet, Koziel, Slawomir

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Improved Modeling of Microwave Structures Using Performance-Driven Fully-Connected Regression Surrogate von Koziel, Slawomir, Mahouti, Peyman, Calik, Nurullah, Belen, Mehmet Ali, Szczepanski, Stanislaw

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A compact triband antipodal Vivaldi antenna with frequency selective surface inspired director for IoT/WLAN applications von Güneş, Filiz, Evranos, İlhan Ö., Belen, Mehmet A., Mahouti, Peyman, Palandöken, Merih

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Application of artificial intelligence algorithms on modeling of reflection phase characteristics of a nonuniform reflectarray element von Mahouti, Peyman

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On Decomposition-Based Surrogate-Assisted Optimization of Leaky Wave Antenna Input Characteristics for Beam Scanning Applications von Belen, Mehmet Ali, Mahouti, Peyman, Koziel, Slawomir, Caliskan, Alper, Szczepanski, Stanislaw

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Accurate Modeling of Antenna Structures by Means of Domain Confinement and Pyramidal Deep Neural Networks von Koziel, Slawomir, Calik, Nurullah, Mahouti, Peyman, Belen, Mehmet A.

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Ensemble‐based surrogate modeling of microwave antennas using XGBoost algorithm von Kalayci, Hakan, Ayten, Umut Engin, Mahouti, Peyman

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Reliable Computationally Efficient Behavioral Modeling of Microwave Passives Using Deep Learning Surrogates in Confined Domains von Koziel, Slawomir, Calik, Nurullah, Mahouti, Peyman, Belen, Mehmet A.

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Low-Cost and Highly Accurate Behavioral Modeling of Antenna Structures by Means of Knowledge-Based Domain-Constrained Deep Learning Surrogates von Koziel, Slawomir, Calik, Nurullah, Mahouti, Peyman, Belen, Mehmet A.

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