IEEE

Deep-Learning-Based Metasurface Design Method Considering Near-Field Couplings

Abstract: Planar metasurfaces have been applied in several fields. Near-field coupling is typically neglected in traditional metasurface designs. A numerical modeling method for macrocells that ...
IEEE

Deep Neural Network Training Integrating the Equivalent Circuit Model for Metasurface Design

Abstract: This article presents a physics-informed deep learning framework using deep neural networks (DNNs) for metasurface (MS) design. By integrating equivalent circuit parameters as physically ...
EurekAlert!

Metasurface design with intelligent optimization methods

Electromagnetic (EM) wave front modulation has important significance in both scientific researches and industrial applications. However, conventional dielectric materials have limited choices of ...
Nanowerk

AI transforms metasurface design from pixels to optical systems

Artificial intelligence speeds metasurface design from unit cells to full optical systems, enabling compact imaging, AR and VR displays and advanced LiDAR. (Nanowerk News) Optical metasurfaces, with ...