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Data‐driven design for metamaterials and multiscale systems: a review
Metamaterials are artificial materials designed to exhibit effective material parameters that
go beyond those found in nature. Composed of unit cells with rich designability that are …
go beyond those found in nature. Composed of unit cells with rich designability that are …
Wide field-of-view metalens: a tutorial
Wide field-of-view (FOV) optics are essential components in many optical systems, with
applications spanning imaging, display, sensing, and beam steering. Conventional …
applications spanning imaging, display, sensing, and beam steering. Conventional …
Empowering metasurfaces with inverse design: principles and applications
Conventional human-driven methods face limitations in designing complex functional
metasurfaces. Inverse design is poised to empower metasurface research by embracing fast …
metasurfaces. Inverse design is poised to empower metasurface research by embracing fast …
[HTML][HTML] Metasurfaces designed by a bidirectional deep neural network and iterative algorithm for generating quantitative field distributions
Y Zhu, X Zang, H Chi, Y Zhou, Y Zhu… - Light: Advanced …, 2023 - light-am.com
Metasurfaces, which are the two-dimensional counterparts of metamaterials, have
demonstrated unprecedented capabilities to manipulate the wavefront of electromagnetic …
demonstrated unprecedented capabilities to manipulate the wavefront of electromagnetic …
[PDF][PDF] Physics-data-driven intelligent optimization for large-aperture metalenses
Metalenses have gained significant attention and have been widely utilized in optical
systems for focusing and imaging, owing to their lightweight, high-integration, and …
systems for focusing and imaging, owing to their lightweight, high-integration, and …
Deep-learning-enabled electromagnetic near-field prediction and inverse design of metasurfaces
Metasurfaces generate desired electromagnetic wavefronts<? TeX 2pc 0pt?> using sub-
wavelength structures that are much thinner than conventional optical tools. However, their …
wavelength structures that are much thinner than conventional optical tools. However, their …
[PDF][PDF] Genetic algorithm assisted meta-atom design for high-performance metasurface optics
Z Yu, M Li, Z **ng, H Gao, Z Liu, S Pu, H Mao… - Opto-Electronic …, 2024 - researching.cn
Metasurfaces, composed of planar arrays of intricately designed meta-atom structures,
possess remarkable capabilities in controlling electromagnetic waves in various ways. A …
possess remarkable capabilities in controlling electromagnetic waves in various ways. A …
Unleashing the potential: AI empowered advanced metasurface research
In recent years, metasurface, as a representative of micro-and nano-optics, have
demonstrated a powerful ability to manipulate light, which can modulate a variety of physical …
demonstrated a powerful ability to manipulate light, which can modulate a variety of physical …
Deep neural network enabled active metasurface embedded design
In this paper, we propose a deep learning approach for forward modeling and inverse
design of photonic devices containing embedded active metasurface structures. In …
design of photonic devices containing embedded active metasurface structures. In …
Dual-band optical collimator based on deep-learning designed, fabrication-friendly metasurfaces
Metasurfaces, which consist of arrays of ultrathin planar nanostructures (also known as
“meta-atoms”), offer immense potential for use in high-performance optical devices through …
“meta-atoms”), offer immense potential for use in high-performance optical devices through …