TH-A6.3P: Novel Approaches in the Design of Antennas using AI
Thu, 18 Jul, 13:40 - 17:20
Location: Room 12
Session Chair: Vishwanath Iyer, The MathWorks Inc.
Track: AP-S: Antenna Applications and Emerging Technologies
Thu, 18 Jul, 13:40 - 14:00

TH-A6.3P.1: AI-Based 3D Antenna Pattern Reconstruction
Peter J. DiMeo, Sudarshan Sivaramakrishnan, Vishwanath Iyer, The MathWorks Inc., United States
Thu, 18 Jul, 14:00 - 14:20

TH-A6.3P.2: A Multi-resolution Adaptive Encoding Method for 3-D Reconstruction of DPO-SDF
Yanpeng Jia, Yuxuan Li, Ce Ding, Lizhen Yang, Hai Lin, ZheJiang University, China
Thu, 18 Jul, 14:20 - 14:40

TH-A6.3P.3: Multi-View Machine Learning Classification of Snowflakes in Geometry, Riming, and Wet/Dry State for Improved Microphysical and Scattering Characterization of Snow
Hein Thant, Branislav Notaros, Colorado State University, United States
Thu, 18 Jul, 14:40 - 15:00

TH-A6.3P.4: Fabry Perot Array Antenna Design Using Machine Learning
Mohammed Farouk Nakmouche, Dominic Deslandes, Ghyslain Gagnon, Ecole de technologie superieure, Canada; George Xiao, Jianping Lu, National Research Council, Canada
Thu, 18 Jul, 15:00 - 15:20

TH-A6.3P.5: Non-Destructive Fabrication Fault Detection in Electromagnetic Designs using Machine Learning
Ravi Kumar Arya, Zhongshan Institute of Changchun University of Science and Technology, China; Aswin Chowdary, Washington University in St. Louis, United States; Pawan Kumar, Calibyte Private Limited, India; Raj Mittra, University of Central Florida, United States; Guangyi Ai, Junwei Dong, Zhongshan Institute of Changchun University of Science and Technology, China
Coffee Break
Thu, 18 Jul, 15:40 - 16:00

TH-A6.3P.6: Computer-Aided Tuning Technique Based on Characteristic Similarity for The Production Line Application of Cavity Filters
Peng-Fei Qin, Guan-Long Huang, Rui-Sen Chen, Qiang Shao, Foshan University, China
Thu, 18 Jul, 16:00 - 16:20

TH-A6.3P.7: Diagnosis of Array Antennas Element Faults Based on R-CNN Using Near-Field Data
Boguang Yang, Licheng Yang, Tao Hong, Xidian University, China
Thu, 18 Jul, 16:20 - 16:40

TH-A6.3P.8: On deep learning based beam selection in the presence of array imperfections
Jayakrishnan Vijayamohanan, Arjun Gupta, Christos Christodoulou, The University of New Mexico, United States