TU-A4.1P: Focused Session on Inverse Design of Antennas, Arrays and Metasurfaces
Tue, 16 Jul, 13:40 - 17:20
Location: Room 5
Session Chair: Zijian Shao, Princeton University
Track: AP-S: Computational and Analytical Techniques
Tue, 16 Jul, 13:40 - 14:00

TU-A4.1P.1: Deep Learning Aided Modelling and Inverse Design for Multi-Port Antennas
Emir Karahan, Zijian Shao, Kaushik Sengupta, Princeton University, United States
Tue, 16 Jul, 14:00 - 14:20

TU-A4.1P.2: The knowledge-inherited learning for enhanced metasurface design
Yuetian Jia, Chao Qian, Hongsheng Chen, zhejiang University, China
Tue, 16 Jul, 14:20 - 14:40

TU-A4.1P.3: Mutual Coupling Reduction Between Multiport Antennas using Optimized Grid Slot Structures
Yujie Zhang, Xudong Chen, National University of Singapore, Singapore
Tue, 16 Jul, 14:40 - 15:00

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
Tue, 16 Jul, 15:00 - 15:20

TU-A4.1P.5: Cost-Efficient Multi-Criterial Antenna Design Using Multi-Fidelity Machine Learning
Slawomir Koziel, Anna Pietrenko-Dabrowska, Gdansk University of Technology, Poland
Coffee Break
Tue, 16 Jul, 15:40 - 16:00

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
Tue, 16 Jul, 16:00 - 16:20

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
Tue, 16 Jul, 16:20 - 16:40

TU-A4.1P.8: Unit-cell driven deterministic inverse design of metasurface antennas
Leonardo Pollini, Marcello Zucchi, Giuseppe Vecchi, Politecnico di Torino, Italy
Tue, 16 Jul, 16:40 - 17:00

TU-A4.1P.9: Hierarchical Matrices Accelerated Topology Optimization of Patch Antenna
Francesco Lucchini, Riccardo Torchio, University of Padova, Italy
Tue, 16 Jul, 17:00 - 17:20

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