Deep-learning-enabled electromagnetic near-field prediction and inverse design of metasurfaces

• Main Authors: Kanmaz, Tevfik Bulent, Ozturk, Efe, Demir, Hilmi Volkan, Gunduz-Demir, Cigdem
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Science::Physics; Deep Learning; Electromagnetic Near Fields
• Online Access: https://hdl.handle.net/10356/173142
• Institution: Nanyang Technological University

Metasurfaces generate desired electromagnetic wavefronts using sub-wavelength structures that are much thinner than conventional optical tools.However, their typical design method is based on trial and error, which is adversely inefficient in terms of the consumed time and computational power. This...