Training neural networks for inverse design of nanophotonic gratings.
☆20Dec 15, 2021Updated 4 years ago
Alternatives and similar repositories for InvDesignNet
Users that are interested in InvDesignNet are comparing it to the libraries listed below
Sorting:
- ☆14Dec 26, 2021Updated 4 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆14Aug 22, 2019Updated 6 years ago
- Matlab library for nanophotonic inverse design☆22Aug 19, 2013Updated 12 years ago
- RCWA simulation of metasurface library☆10Jun 20, 2023Updated 2 years ago
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆11Mar 7, 2022Updated 3 years ago
- Python scripts facilitating the use MEEP finite-difference time-domain simulation, focused on the research of metamaterials (MM) and phot…☆12Apr 9, 2014Updated 11 years ago
- Here, we combine deep learning (cDCGAN) with adjoint optimization (LumOpt) within a single user-friendly application (DeepAdjoint)). Refe…☆15Mar 18, 2023Updated 2 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Mar 30, 2022Updated 3 years ago
- Software to design directionally compliant metamaterials☆13Nov 2, 2018Updated 7 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆27Jul 30, 2021Updated 4 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆89Apr 11, 2023Updated 2 years ago
- ☆16Apr 12, 2019Updated 6 years ago
- "Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy…☆31Jun 19, 2021Updated 4 years ago
- Silicon Photonics Design Tools.☆64Sep 6, 2025Updated 5 months ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48May 8, 2023Updated 2 years ago
- Inverse design of metasurface with non-local interations☆42Sep 8, 2023Updated 2 years ago
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆84Dec 7, 2022Updated 3 years ago
- Automated Metasurface Design by Machine Learning☆19Nov 23, 2020Updated 5 years ago
- Neural Networks for Optical Inverse Design☆22Sep 25, 2017Updated 8 years ago
- PyTorch implementation of tandem neural networks.☆22May 18, 2021Updated 4 years ago
- Appendix D of Hanwei's B. S. Thesis☆28Jun 5, 2019Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆123Jun 26, 2021Updated 4 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆32Jan 16, 2025Updated last year
- MATLAB Implementation of the Rigorous Coupled Wave Analysis and Plane Wave Expansion Method☆34Jan 7, 2017Updated 9 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆38Mar 26, 2021Updated 4 years ago
- D2NN TRANNING SCRIPT☆66Feb 27, 2019Updated 7 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆70May 24, 2021Updated 4 years ago
- IPKISS is a parametric design framework focused (but not limited) to Photonic circuit design, originally constructed at Ghent University …☆30Feb 3, 2022Updated 4 years ago
- PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design☆30Feb 11, 2021Updated 5 years ago
- Collection of examples and tutorials for the Tidy3D solver by Flexcompute Inc☆42Feb 21, 2026Updated last week
- Use Fourier transform to learn operators in differential equations.☆45Dec 1, 2020Updated 5 years ago
- A Python-based Open-Source Visualization Tool for CFD Applications☆11Aug 12, 2021Updated 4 years ago
- Some examples of laser and photonic lattice simulations.☆12Apr 2, 2021Updated 4 years ago
- SPAD Simulation☆11Jul 18, 2023Updated 2 years ago
- Physics-Informed deep LSTM architecture to forecast Lorenz and MFE fluid systems☆13May 18, 2020Updated 5 years ago
- ☆13Aug 20, 2017Updated 8 years ago
- 国家税务总局全国增值税发票查验平台（https://inv-veri.chinatax.gov.cn/） 测试查询☆11Jan 3, 2023Updated 3 years ago
- MATLAB functions for solving linear inverse problems through a combination of Tikhonov and TV regularization terms, subject to a constrai…☆12Jun 28, 2022Updated 3 years ago
- MATLAB code to simulate the reflection, transmission and field distribution caused due to the diffraction of light from 3D metamaterial g…☆14Feb 4, 2022Updated 4 years ago