Training neural networks for inverse design of nanophotonic gratings.
☆22Dec 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆34Mar 29, 2021Updated 5 years ago
- ☆16Dec 26, 2021Updated 4 years ago
- ☆17Feb 10, 2023Updated 3 years ago
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆13Mar 7, 2022Updated 4 years ago
- Optimization and inverse design of photonic chips using deep reinforcement learning☆98Apr 11, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Matlab library for nanophotonic inverse design☆22Aug 19, 2013Updated 12 years ago
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆83Dec 7, 2022Updated 3 years ago
- RCWA simulation of metasurface library☆10Jun 20, 2023Updated 3 years ago
- Software to design directionally compliant metamaterials☆13Nov 2, 2018Updated 7 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 12 years ago
- ☆16Apr 12, 2019Updated 7 years ago
- "Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy…☆31Jun 19, 2021Updated 5 years ago
- Codes for the project "Computational Design and Fabrication of Metasurfaces".☆21Aug 18, 2020Updated 5 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Mar 30, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Neural Inverse Design of Nanostructures☆51Oct 31, 2023Updated 2 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
- Here, we combine deep learning (cDCGAN) with adjoint optimization (LumOpt) within a single user-friendly application (DeepAdjoint)). Refe…☆16Mar 18, 2023Updated 3 years ago
- Inverse design of metasurface with non-local interations☆46Sep 8, 2023Updated 2 years ago
- This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated☆13Dec 20, 2024Updated last year
- Automated Metasurface Design by Machine Learning☆20Nov 23, 2020Updated 5 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆229Jun 3, 2022Updated 4 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆128Jun 26, 2021Updated 5 years ago
- Trusted execution experiments with Intel SGX☆11Jun 17, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- IPKISS is a parametric design framework focused (but not limited) to Photonic circuit design, originally constructed at Ghent University …☆31Feb 3, 2022Updated 4 years ago
- PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design☆30Feb 11, 2021Updated 5 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Sep 8, 2022Updated 3 years ago
- Semantic Segmentation project for Autonomous Driving based on a TensorFlow implementation of UNet☆12Mar 24, 2023Updated 3 years ago
- A Python-based Open-Source Visualization Tool for CFD Applications☆11Aug 12, 2021Updated 4 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Dec 20, 2023Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆39Mar 26, 2021Updated 5 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 4 years ago
- A program for downloading sci literature☆10May 10, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Data files and Matlab codes for analyzing a multilayer thin-film photonic radiative cooler☆11May 9, 2020Updated 6 years ago
- ☆13Aug 20, 2017Updated 8 years ago
- X-ray diffraction denoising using deep convolutional neural networks☆15Mar 14, 2024Updated 2 years ago
- D2NN TRANNING SCRIPT☆65Feb 27, 2019Updated 7 years ago
- Arrayed Waveguide Grating (AWG) model and simulation in Python☆27Aug 1, 2024Updated last year
- Implementation of some scientific papers used in the acoustic metamaterials research field, with focus on acoustic absorption.☆13Dec 11, 2020Updated 5 years ago
- Maximum likelihood sequence estimation (MLSE) using the Viterbi algorithm☆17Feb 5, 2021Updated 5 years ago