TH-SS.1A: Advances in AI and Data-Driven Metasurface and Metamaterial Design
Thu, 17 Jul, 08:00 - 11:40
Location: Room 213
Session Type: Oral
Session Chair: Jordan Budhu, Virginia Tech
Track: Special Sessions
Thu, 17 Jul, 08:00 - 08:20

TH-SS.1A.1: A New Homogenization-Free Boundary Condition Towards Aperiodic Metasurface Design Using Full-Wave Surrogate Models of Printed Circuits
Jordan Budhu, Virginia Tech, United States; Raphael Pestourie, Georgia Tech, United States
Thu, 17 Jul, 08:20 - 08:40

TH-SS.1A.2: End-to-end Metaoptic Inverse Design for Computational Imaging
Zin Lin, Virginia Tech, United States
Thu, 17 Jul, 08:40 - 09:00

TH-SS.1A.3: Dual design: Inferring structure from fundamental limits
Sean Molesky, Polytechnique Montreal, Canada; Pengning Chao, Massachusetts Institute of Technology, United States; Alessio Amaolo, Alejandro Rodriguez, Princeton University, United States
Thu, 17 Jul, 09:00 - 09:20

TH-SS.1A.4: Hybrid approaches integrating machine learning and shape optimization for the design of electromagnetic structures
Ali Adibi, Reza Marzban, Hamed Abiri, Georgia Tech, United States
Thu, 17 Jul, 09:20 - 09:40

TH-SS.1A.5: Deep Inverse Design of Metamaterials and Metasurfaces
Yang Deng, Simiao Ren, Duke University, United States; Jordan Malof, University of Missouri, United States; Willie Padilla, Duke University, United States
Coffee Break
Thu, 17 Jul, 10:00 - 10:20

TH-SS.1A.6: Direction Finding by Reconfigurable Metasurface via Machine Learning
Nawel Meftah, Badreddine Ratni, Université Paris Nanterre, France; Mohammed Nabil El Korso, Université Paris-Saclay, France; Shah Nawaz Burokur, Université Paris Nanterre, France
Thu, 17 Jul, 10:20 - 10:40

TH-SS.1A.7: Space-Time Metasurfaces with Periodic and Aperiodic Binary Modulation Matrices
Davide Ramaccia, RomaTre university, Italy; Xinyu Fang, Mengmeng Li, Nanjing University of Science and Technology, China; Alessandro Toscano, Filiberto Bilotti, RomaTre university, Italy
Thu, 17 Jul, 10:40 - 11:00

TH-SS.1A.8: Deep Learning Approaches for Dispersion Engineering in Nanophotonic Devices
Haoyue Jiang, University of North Texas, United States; Hualiang Zhang, University of Massachusetts Lowell, United States; Juejun Hu, Massachusetts Institute of Technology, United States; Sensong An, University of North Texas, United States
Thu, 17 Jul, 11:00 - 11:20

TH-SS.1A.9: Deep Learning Techniques for Lossless and Passive Metasurface Design--A Review
Chen Niu, Mario Phaneuf, Puyan Mojabi, University of Manitoba, Canada
Thu, 17 Jul, 11:20 - 11:40

TH-SS.1A.10: AI-Driven System-by-Design Synthesis of Static-Passive EM Skins Meta-Atoms
Federico Albi, Marco Salucci, Giacomo Oliveri, Giorgio Gottardi, Aarón Á. Salas-Sánchez, Andrea Massa, ELEDIA Research Center (ELEDIA@UniTN - University of Trento), Italy