Photonic-AI-Communication / lumerical-python-scriptLinks
python script for lumerical
☆14Updated 4 years ago
Alternatives and similar repositories for lumerical-python-script
Users that are interested in lumerical-python-script are comparing it to the libraries listed below
Sorting:
- Automated Metasurface Design by Machine Learning☆19Updated 5 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆27Updated 4 years ago
- A Generic Framework for Optical Inverse Design☆45Updated 9 months ago
- GAN-enabled metasuraface design☆67Updated 5 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆120Updated last month
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48Updated 2 years ago
- A simulation framework for unitary neural networks and photonic devices☆120Updated 4 years ago
- Python package used for the simulation of optical neural networks☆23Updated last year
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆70Updated 4 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Updated 6 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆88Updated 2 years ago
- A collection of Python scripts designed to interface with the Lumerical Design Suite.☆54Updated this week
- A Python-based tool for modeling optical photolithography☆34Updated last year
- Python code for electron beam lithography proximity correction.☆20Updated 7 years ago
- Global optimization based on generative neural networks☆123Updated 3 years ago
- MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆34Updated 9 years ago
- ☆21Updated 6 years ago
- hybrid optical electronic convolutional neural networks☆149Updated 6 years ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆95Updated 2 months ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆20Updated 4 years ago
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆46Updated 10 months ago
- This is a Matlab library of functions to facilitate the design of Photonics Integrated Circuits GDS layout.☆90Updated 8 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆204Updated 3 years ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆59Updated 9 months ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆90Updated 7 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆145Updated 3 years ago
- Silicon Photonics Design Tools.☆64Updated 5 months ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆54Updated 5 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆51Updated 2 years ago