artificial intelligence and machine learning

All Items

• Accelerated Variant Model-aided Optimization of Coupled Line Bandpass Filter

  Ahmet Uluslu

  1082-1091

• Additional Acceleration of Antenna Optimal Characterizationwith Modeling Support

  Ahmet Uluslu

  396-404

• Advanced Physical Optics-inspired Support Vector Regression for Efficient Modeling of Target RCS

  Chenge Shi, Rui Cai, Wei Dong, Donghai Xiao

  309–316

• Application of Artificial Neural Network Base Enhanced MLP Model for Scattering Parameter Prediction of Dual-band Helical Antenna

  Ahmet Uluslu

  316-324

• Bayesian Optimization Based on Student’s T Process for Microstrip Antenna Design

  Qing Li, Fei Meng, Yubo Tian, Xiaoyan Wang

  856-866

• Convolutional Neural Network for Array Size Selection of a Dual-band Reconfigurable Array

  Garrett A. Harris, Corey M. Stamper, Michael A. Saville

  400-408

• Convolutional Neural Network for Coupling Matrix Extraction of Microwave Filters

  Tarek Sallam, Ahmed M. Attiya

  805-810

• Convolutional Neural Networks Aided Reinforcement Learning for Accelerated Optimization of Antenna Topology

  Jiangling Dou, Hao Gong, Shuaibing Wei, Haokang Chen, Yujie Chen, Tao Shen, Jian Song

  35–41

• Design of Multilayer Wideband Microwave Absorbers using Improved Grey Wolf Optimizer

  Hao Nan Zhang, Zhi Fei Zhang, Yi Du, Wei Bin Kong, Xiao Fang Yang, Zhong Qing Fang

  725–733

• Design Optimization of Ultra-Wideband Vivaldi Antenna using Artificial Intelligence

  Peyman Mahouti, Ahmet Kızılay, Ozlem Tari, Aysu Belen, Mehmet A. Belen, Alper Çalışkan

  1594-1601

• A Dual-input Electromagnetic Inverse Scattering Algorithm Based on Improved U-net

  Chun Xia Yang, Jun Jie Meng, Shuang Wei, Mei Song Tong

  961-969

• Electromagnetic Scattering from a Three-dimensional Object using Physics-informed Neural Network

  Yuan Zhang, Renxian Li, Huan Tang, Zhuoyuan Shi, Bing Wei, Shuhong Gong, Lixia Yang, Bing Yan

  103–111

• Enhanced CPML Based on the Autoformer Network for 2D, WCS-FDTD Method

  Yumeng Wu, Ning Xu, Yexin Li, Kuiwen Xu, Juan Chen

  19–31

• Enhanced Deep Learning Approach for Multi-parameter Hollow Shaped Cylindrical Dielectric Resonator Antenna Design

  Fidan Gamze Kizilcay, Muhammet Hilmi Nisanci

  694–701

• A Hybrid Optimization Strategy of Random Forest and Differential, Evolution Algorithm for Wideband Antennas

  Gengtao Huang, Chen Ding

  32–37

• Physics-informed Neural Networks for the Resolution of Analysis Problems in Electromagnetics

  S. Barmada, P. Di Barba, A. Formisano, M. E. Mognaschi, M. Tucci

  841-848

• Prediction of Antenna Performance based on Scalable Data-informed Machine Learning Methods

  Yiming Chen, Veysel Demir, Srirama Bhupatiraju, Atef Z. Elsherbeni, Joselito Gavilan, Kiril Stoynov

  275-290

• A Semi-Supervised Electromagnetic Imaging Algorithm Based, on Generative Adversarial Networks

  Chun Xia Yang, Chi Zhou, Shuang Wei, Mei Song Tong

  38–47

• Surrogate-Based Design Optimization of Multi-Band Antenna

  Aysu Belen, Ozlem Tari, Peyman Mahouti, Mehmet A. Belen, Alper Çalışkan

  34-40

• Uncertainty Quantification and Optimal Design of EV-WPT System Efficiency based on Adaptive Gaussian Process Regression

  Xinlei Shang, Linlin Xu, Quanyi Yu, Bo Li, Gang Lv, Yaodan Chi, Tianhao Wang

  929-940

• Wideband Monostatic RCS Prediction of Complex Objects using Support Vector Regression and Grey-wolf Optimizer

  Zhourui Zhang, Pengyuan Wang, Mang He

  609-615

• Zigzag Antenna Design Based on Machine Learning

  Jae Youn Park, Jaeyul Choo

  20–25