A team of researchers at Penn State have devised a new, streamlined approach to designing metasurfaces, a class of engineered ...

A team of researchers at Penn State have devised a new, streamlined approach to design metasurfaces, a class of engineered ...

Chinese artificial intelligence (AI) startup DeepSeek has unveiled new research aimed at enhancing AI development efficiency.

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 ...

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 ...

A new review article published in iOptics reveals how artificial intelligence (AI) is providing solutions for metasurface technology to transition from unit optimization to system-level integration.

Optical metasurfaces, with their ultra-thin and lightweight properties, are driving the miniaturization and planarization of optical systems. However, their development from unit-cell design to system ...

Metasurfaces are two-dimensional (2D), nanoengineered surfaces that interact strongly with electromagnetic waves and can control light with remarkable precision. These ultra-thin layers can be used to ...

Abstract: Training a deep learning (DL) model with data collected from full-wave simulations to accurately estimate electromagnetic responses has become a prevalent approach for metasurface ...