Curated list of inverse design projects for photonics. Including FDTD and FDFD solvers, tutorials, challenges, as well as key papers and reviews. 🚀
☆22May 25, 2026Updated 4 months ago
Alternatives and similar repositories for awesome-inverse-design
Users that are interested in awesome-inverse-design are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tools for modeling photonic beamsplitter mesh networks☆14Mar 6, 2025Updated last year
- A collection of inverse design challenges☆78Oct 22, 2025Updated 11 months ago
- 2D Beam Propagation Method for E&M wave simulations☆22Jul 12, 2025Updated last year
- BONNI: Bayesian Optimization via Neural Network surrogates and Interior Point Optimization☆39Jun 19, 2026Updated 3 months ago
- Jaxwell is JAX + Maxwell☆28Mar 31, 2026Updated 6 months 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.
- testbed problems for photonics optimization☆51Jun 22, 2024Updated 2 years ago
- An nanophotonics solver for inverse design of metamaterials☆14Sep 23, 2023Updated 3 years ago
- 3D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods…☆53Jul 11, 2024Updated 2 years ago
- ☆55Sep 27, 2026Updated last week
- 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
- 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
- Cornerstone PDK☆24Oct 2, 2026Updated last week
- GPU-accelerated FDTD Python framework for 2D/3D electromagnetic simulation and photonic inverse design.☆92Updated this week
- Pure Julia implementation of the finite difference frequency domain (FDFD) method for electromagnetics☆41Jan 1, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Jax wrapper for autograd-differentiable functions☆13Oct 20, 2025Updated 11 months ago
- Solve sparse linear systems in JAX using the KLU algorithm☆48Sep 18, 2026Updated 3 weeks ago
- Open Source RFIC Inductor and Transformer Layout Generation Toolkit☆25Jun 2, 2026Updated 4 months ago
- measure minimum solid/void lengthscales in binary image☆22Aug 1, 2026Updated 2 months ago
- Circulax is a differentiable circuit simulation framework built on JAX, Optimistix and Diffrax☆55Oct 2, 2026Updated last week
- varRCWA algorithm implementation with GPU support☆25Apr 20, 2023Updated 3 years ago
- S + Autograd + XLA :: S-parameter based frequency domain circuit simulations and optimizations using JAX.☆131Oct 1, 2026Updated last week
- A simulator for photonic integrated circuits.☆173Updated this week
- Fourier Modal Method with Jax (official maintained repo)☆21Oct 21, 2025Updated 11 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆52Oct 3, 2022Updated 4 years ago
- ☆21Sep 6, 2024Updated 2 years ago
- 🌱 Guided-mode expansion of photonic crystal slabs☆150Mar 26, 2026Updated 6 months ago
- Adjoint-solver module for MEEP.☆11Dec 7, 2019Updated 6 years ago
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆14Sep 23, 2024Updated 2 years ago
- .gds to .gltf file conversion script and workflow to create photo-real animations of your photonic/electronic integrated circuits.☆12Jul 29, 2024Updated 2 years ago
- finite difference based eigensolving for Maxwell's equations and photonic structures☆14Oct 28, 2021Updated 4 years ago
- Understand your Python codebase. 📡 Summarizes your directory in a single table. Displays the file structure of all the files, their func…☆12May 15, 2025Updated last year
- A collection of papers in the area of photonic design automation☆97Feb 7, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆125Jan 20, 2024Updated 2 years ago
- My personal KLayout wrappers and utility functions☆14Oct 25, 2022Updated 3 years ago
- Artificial nanofabrication of integrated photonic circuits☆79Feb 4, 2026Updated 8 months ago
- StatOpt Tool in Python☆21Aug 10, 2026Updated last month
- Dataset of solutions to inverse design challenges☆16Oct 23, 2025Updated 11 months ago
- Silicon Photonics Design Tools.☆72Sep 6, 2025Updated last year
- Topology Optimization using Constructive Solid Geometry Trees☆16May 19, 2026Updated 4 months ago