TU-A4.1P.4

Machine Learning-Assisted Design for Series-Fed Microstrip Antenna Array

Weiqi Chen, Qi Wu, Chen Yu, Haiming Wang, Wei Hong, Southeast university, China
Session:
Focused Session on Inverse Design of Antennas, Arrays and Metasurfaces Oral
Track:
AP-S: Computational and Analytical Techniques
Location:
Spadolini: 0-02
Session Time:
Tue, 16 Jul, 13:40 - 17:20
Presentation Time:
Tue, 16 Jul, 14:40 - 15:00
Session Co-Chairs:
Zijian Shao, Princeton University and Francesca Vipiana, Politecnico di Torino
Presentation
Discussion
Session TU-A4.1P
TU-A4.1P.2: Deep Learning Aided Modelling and Inverse Design for Multi-Port Antennas
Emir Karahan, Zijian Shao, Kaushik Sengupta, Princeton University, United States
TU-A4.1P.3: Mutual Coupling Reduction Between Multiport Antennas using Optimized Grid Slot Structures
Yujie Zhang, Xudong Chen, National University of Singapore, Singapore
TU-A4.1P.4: Machine Learning-Assisted Design for Series-Fed Microstrip Antenna Array
Weiqi Chen, Qi Wu, Chen Yu, Haiming Wang, Wei Hong, Southeast university, China
TU-A4.1P.5: Transfer learning based microstrip antenna design
Aggraj Gupta, Uday K Khankhoje, IIT Madras, India
TU-A4.1P.6: Broadside-Radiating Leaky-Wave Antennas Obtained by Inverse Design
Lucia Teodorani, Marcello Zucchi, Politecnico di Torino, Italy; Giorgio Giordanengo, Rossella Gaffoglio, Fondazione Links, Italy; Giuseppe Vecchi, Politecnico di Torino, Italy
TU-A4.1P.7: Data-efficient and Ultra-fast Surrogate Models for Simulating Nanophotonic Power-splitters
Aggraj Gupta, Uday K Khankhoje, IIT Madras, India; Constantine Sideris, USC, LA, United States
TU-A4.1P.8: Unit-cell driven deterministic inverse design of metasurface antennas
Leonardo Pollini, Marcello Zucchi, Giuseppe Vecchi, Politecnico di Torino, Italy
TU-A4.1P.9: Hierarchical Matrices Accelerated Topology Optimization of Patch Antenna
Francesco Lucchini, Riccardo Torchio, University of Padova, Italy
TU-A4.1P.10: Inverse-Designed Metal-type Antenna Superstrate for Shaped-Beam Radiation Pattern
Xi Ran, Xiao-Hua Wang, University of Electronic Science and Technology of China, China; Filippo Costa, Simone Genovesi, University of Pisa, Italy
Resources
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