[HTML][HTML] The dawn of metadevices: from contemporary designs to exotic applications
In recent years, metamaterials and metasurfaces have prospered in many fields of “science
and technology,” covering the entire electromagnetic spectrum. Metasurface devices …
and technology,” covering the entire electromagnetic spectrum. Metasurface devices …
[HTML][HTML] Physics-driven tandem inverse design neural network for efficient optimization of UV–Vis meta-devices
This paper presents two tandemly stacked forward and inverse deep neural networks to
model and optimize cylindrical shaped transmissive meta-atoms for UV–Vis regime …
model and optimize cylindrical shaped transmissive meta-atoms for UV–Vis regime …
Deep learning based hybrid sequence modeling for optical response retrieval in metasurfaces for STPV applications
A standardized hybrid deep-learning model based on a combination of a deep convolutional
network and a recurrent neural network is proposed to predict the optical response of …
network and a recurrent neural network is proposed to predict the optical response of …
Deep-learning enabled modeling tool Meta-Magus for metadevice optimization and design
Over the past few years, Deep-learning (DL) based modelling solutions have been
presented as an alternate to the timetedious and computationally draining conventional …
presented as an alternate to the timetedious and computationally draining conventional …
Deep Learning based Sequence Modeling for Optical response retrieval of photonic nanostructures
State of the art research in nanophotonics focuses on the development of compact and
efficient on-chip devices that are compatible with integrated photonics. Optical Metasurfaces …
efficient on-chip devices that are compatible with integrated photonics. Optical Metasurfaces …
Perfect vortex beam generation with high numerical aperture in broadband UV-visible regime
The ultraviolet (UV) and visible regions of the electromagnetic spectrum incorporate many
exciting applications, including high-resolution imaging, optical communication, lithography …
exciting applications, including high-resolution imaging, optical communication, lithography …
Independent multichannel wavefront modulation for angle and polarization multiplexing through planar metasurfaces
S Latif, N Mahmood, Y Massoud… - … , Diffractive Optics, and …, 2022 - spiedigitallibrary.org
The rapidly growing demand for miniaturized multifunctional devices and systems constantly
brings new structural challenges to the research community. The planar metamaterials …
brings new structural challenges to the research community. The planar metamaterials …
Data-driven intelligent design and optimization of chiral meta-devices
In the emerging field of photonic nano-structures, the optimization of chiral meta-surfaces
has emerged as a pivotal challenge, particularly for applications such as asymmetric …
has emerged as a pivotal challenge, particularly for applications such as asymmetric …
An overview of deep-learning models for metasurface design and optimization
Deep Neural Networks (DNNs) have emerged as a powerful tool for predicting the structure
and composition of diverse nanophotonic devices based on their desired response. These …
and composition of diverse nanophotonic devices based on their desired response. These …
Synthesis of metasurface-enabled broadband polarization-independent light structuring
Structured light beams have attracted significant interest due to their versatile spatial or
spatiotemporal configurations, which can potentially transform various real-world …
spatiotemporal configurations, which can potentially transform various real-world …