Neural Networks for Optical Inverse Design
☆23Sep 25, 2017Updated 8 years ago
Alternatives and similar repositories for OpticsNN
Users that are interested in OpticsNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆35Mar 29, 2021Updated 5 years ago
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆84Dec 7, 2022Updated 3 years ago
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆13Mar 7, 2022Updated 4 years ago
- Matlab library for nanophotonic inverse design☆22Aug 19, 2013Updated 13 years ago
- ☆21Mar 3, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆95Sep 22, 2018Updated 7 years ago
- Design photonic integrated circuits with artificial neural networks☆19Sep 8, 2020Updated 5 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆146Feb 27, 2022Updated 4 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆194Dec 14, 2019Updated 6 years ago
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆14Sep 23, 2024Updated last year
- Inverse design of nanophotonic devices using generative adversarial networks☆12May 12, 2026Updated 3 months ago
- Neural Inverse Design of Nanostructures☆54Oct 31, 2023Updated 2 years ago
- Here, we combine deep learning (cDCGAN) with adjoint optimization (LumOpt) within a single user-friendly application (DeepAdjoint)). Refe…☆17Mar 18, 2023Updated 3 years ago
- The inverse materials design is a key topic of materials science nowadays. The proposed software solutions are useful tools for decision …☆11Jul 15, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆46May 17, 2019Updated 7 years ago
- Codes of the custom edge-guided analog-and-digital optimization algorithm for the inverse design of silicon photonic devices. These are s…☆16Mar 14, 2025Updated last year
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆35Jun 21, 2022Updated 4 years ago
- Adjoint-based optimization and inverse design of photonic devices.☆15Aug 22, 2019Updated 7 years ago
- ☆17Feb 10, 2023Updated 3 years ago
- Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propa…☆27Apr 8, 2023Updated 3 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆210Mar 20, 2024Updated 2 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆127Jun 26, 2021Updated 5 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆24Oct 27, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆126Jan 20, 2024Updated 2 years ago
- A collection of inverse design challenges☆78Oct 22, 2025Updated 10 months ago
- Training neural networks for inverse design of nanophotonic gratings.☆21Dec 15, 2021Updated 4 years ago
- A simulation framework for unitary neural networks and photonic devices☆129Apr 21, 2021Updated 5 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Dec 15, 2018Updated 7 years ago
- Artifical Neural Networks for use with Quantum Photonics☆54Feb 5, 2026Updated 6 months ago
- PyTorch implementation of tandem neural networks.☆25May 18, 2021Updated 5 years ago
- This is the SUTD PRT dataset for Metasurface Machine Learning☆28Apr 10, 2023Updated 3 years ago
- PySpeos is a Python library that gathers functionalities and tools based on Speos software remote API☆22Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A reserach on image reconstruction from optical speckle patterns.☆19Jun 27, 2022Updated 4 years ago
- A repository for the 10th Grade Research Project Constructing a Quantum Optical Convolutional Neural Network (QOCNN) and providing script…☆14Apr 11, 2023Updated 3 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆28Dec 20, 2023Updated 2 years ago
- Use matlab to control comsol and search for best params☆14Dec 16, 2020Updated 5 years ago
- Matlab -python -lumerical FDTD ,quick build the mode and access result data☆11Jul 27, 2022Updated 4 years ago
- PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design☆30Feb 11, 2021Updated 5 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆39Mar 26, 2021Updated 5 years ago