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12

75

gpl-3.0

6

(Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sen...

doe d-flat end-to-end tensorflow diffraction metasurface fourier-optics computational-imaging propagation-algorithm

Created 2022-07-13

360 commits to main branch, last one 9 months ago

Inverse-design-of-patch-antennas youxch

8

61

mit

4

This repository hosts a simple demonstration of a deep learning approach for the inverse design of patch antennas. The goal is to explore energy-efficient designs and to significantly reduce simulatio...

antenna metasurface deep-learning inverse-design

Created 2024-04-04

71 commits to main branch, last one 28 days ago

DFlat DeanHazineh

13

58

unknown

5

DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.

doe dflat pytorch end-to-end diffraction metasurface fourier-optics machine-learning computational-imaging propagation-algorithm

Created 2023-07-14

138 commits to main branch, last one about a month ago

Meta_SCMT airPeter

5

40

mit

3

Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from current Local Periodic Approximation(LPA) based methods is that Meta_...

metasurface invese-design gradient-descent coupled-mode-theory

Created 2022-02-18

86 commits to main branch, last one 11 months ago

SmartGlass airPeter

4

32

mit

2

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...

metasurface optimization optical-neural-network

Created 2022-04-12

13 commits to main branch, last one about a year ago