本仓库展示了浅层学习方法的贴片天线逆向设计。目标是探索节能设计,并显著降低与传统方法相比的仿真成本。
metasurface 开源项目推荐(46 个)
metasurface 话题在 GitHub 上没有填写简介,这里按 Star 数汇总最相关的热门仓库。
热门项目 前 20
按 Star 数排序展示前 20 个 · GitHub 共 46 个仓库DFlat是平面光学器件的正向和反向设计框架。尽管它专门用于元表面光学器件的设计,但它可用于任何端到端成像和传感任务。
(张量流版本)D-Flat是一种平面光学的正向和反向设计框架。虽然专为超表面光学设计而设计,但它可用于任何端到端成像和传感任务。
光学逆设计的通用框架
Meta_SCMT 是一款用于逆向设计大面积介电中介表面的软件。Meta_SCMT与现有基于局部周期近似(LPA)的方法的关键区别在于Meta_SCMT能够以更少的计算资源实现全波级精度。
SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classifier (e.g. classify hand-written digits MNIST dataset). Besides, the framework can also be used to design optics based on a task like focusing and beam steering. However, custom object functions should be defin…
MATLAB implementation of the Huygens-Fresnel principle for the calculation of the scattering farfield pattern produced from the illumination of a finite-aperture rectangular metasurface.
GPU FDTD for photonics: browser CAD workbench, Python project API and Torch-differentiable simulations on CUDA
Free surface integral equation (SIE) method software for modeling light scattering in homogeneous, periodic, and layered environments.
code for Large area optimization of meta-lens via data-free machine learning
MATLAB functions to plot 2D or 3D radiation & scattering patterns, intended for custom visualization of the response of antennas & metasurfaces.
The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces
Inverse design of Plasmonic Metasurfaces with Bidirectional Adversarial AutoEncoder
MetaZero - A reinforcement learning program to optimise metasurface radar cross section (RCS) by self-playing. Inspired by AlphaZero.
Providing work samples of electromagnetic, RF, antenna, and radar system analysis that I performed for graduate school assignments.
Encoder-Decoder Transformer for Metasurface Design
[AAAI2026] MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design
3D finite-element electromagnetics (FEM) solver for RF/mmWave simulation. Computes S-parameters, radiation patterns, and fields using Nédélec edge elements. Supports wave ports, PML/ABC boundaries, periodic structures, and dispersive materials.
The lib is used to study the ideal behavior of metasurface. For classic optics, there are good ray tracing python libraries that support classic optics, like RayTracing (https://github.com/DCC-Lab/RayTracing#raytracing) and rayoptics (https://ray-optics.readthedocs.io/en/latest/).
该项目在 GitHub 上没有填写描述
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序,每次展示前 20 个项目;原始页面见 https://github.com/topics/metasurface。
- 该话题在 GitHub 上共有 46 个仓库, 本站收录的是其中最热门的 20 个,不是全量列表。
- Star / Fork 每日自动刷新一次,实时数据以 GitHub 为准。
- 当前 20 个项目累计 801 Star,覆盖 4 种主要语言,数据更新于 2026-11-07。
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