Curated list of inverse design projects for photonics. Including FDTD and FDFD solvers, tutorials, challenges, as well as key papers and reviews. 🚀
☆20May 25, 2026Updated 2 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☆13Mar 6, 2025Updated last year
- A collection of inverse design challenges☆78Oct 22, 2025Updated 9 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☆36Jun 19, 2026Updated last month
- Jaxwell is JAX + Maxwell☆28Mar 31, 2026Updated 4 months 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.
- ☆21Jun 19, 2025Updated last year
- testbed problems for photonics optimization☆50Jun 22, 2024Updated 2 years ago
- An nanophotonics solver for inverse design of metamaterials☆14Sep 23, 2023Updated 2 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
- ☆54Jun 16, 2026Updated last month
- 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
- GPU-accelerated electromagnetic FDTD for large-scale simulations, compact modeling and inverse design / gradient-based optimization of na…☆62Updated this week
- Cornerstone PDK☆23Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Pure Julia implementation of the finite difference frequency domain (FDFD) method for electromagnetics☆39Jan 1, 2021Updated 5 years ago
- Jax wrapper for autograd-differentiable functions☆13Oct 20, 2025Updated 9 months ago
- Solve sparse linear systems in JAX using the KLU algorithm☆47Apr 15, 2026Updated 3 months ago
- Open Source RFIC Inductor and Transformer Layout Generation Toolkit☆20Jun 2, 2026Updated 2 months ago
- measure minimum solid/void lengthscales in binary image☆22Aug 1, 2026Updated last week
- Circulax is a differentiable circuit simulation framework built on JAX, Optimistix and Diffrax☆48Updated this 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.☆129Jun 19, 2026Updated last month
- A simulator for photonic integrated circuits.☆167Jul 10, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Fourier Modal Method with Jax (official maintained repo)☆20Oct 21, 2025Updated 9 months ago
- ☆49Oct 3, 2022Updated 3 years ago
- ☆21Sep 6, 2024Updated last year
- 🌱 Guided-mode expansion of photonic crystal slabs☆148Mar 26, 2026Updated 4 months ago
- Adjoint-solver module for MEEP.☆12Dec 7, 2019Updated 6 years ago
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆14Sep 23, 2024Updated last year
- .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
- 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.
- A collection of papers in the area of photonic design automation☆92Feb 7, 2024Updated 2 years ago
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆127Jan 20, 2024Updated 2 years ago
- My personal KLayout wrappers and utility functions☆13Oct 25, 2022Updated 3 years ago
- 🔮✍🏻 Automatically organize, analyze, and augment the quality of your obsidian.md notes with AI.☆18Aug 28, 2024Updated last year
- Artificial nanofabrication of integrated photonic circuits☆78Feb 4, 2026Updated 6 months ago
- StatOpt Tool in Python☆21Nov 7, 2023Updated 2 years ago
- Dataset of solutions to inverse design challenges☆16Oct 23, 2025Updated 9 months ago