Neural operator surrogates for electromagnetic inverse design
☆49Feb 28, 2024Updated 2 years ago
Alternatives and similar repositories for neurop_invdes
Users that are interested in neurop_invdes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A package includes various time-domain numerical solvers for the Maxwell's equations.☆14Jan 18, 2024Updated 2 years ago
- ☆17Feb 10, 2023Updated 3 years ago
- A GPU-accelerated, differentiable, Maxwell FDTD solver☆72Feb 23, 2026Updated last month
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆22Nov 11, 2022Updated 3 years ago
- Codes of the custom edge-guided analog-and-digital optimization algorithm for the inverse design of silicon photonic devices. These are s…☆14Mar 14, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Jaxwell is JAX + Maxwell☆49Sep 27, 2023Updated 2 years ago
- ☆46Oct 3, 2022Updated 3 years ago
- GPU-accelerated electromagnetic FDTD simulations for compact modeling and inverse design / gradient-based optimization of nanophotonic de…☆32Updated this week
- pjz is JAX and fdtd-z -- scalable photonic simulation and optimization☆21Mar 27, 2024Updated 2 years ago
- ☆50Updated this week
- GPU-accelerated RCWA with automatic differentiation☆175Jun 15, 2024Updated last year
- Electromagnetic simulation (RCWA) & optimization package in Python☆116Dec 20, 2024Updated last year
- ☆23Jun 24, 2024Updated last year
- 2D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods…☆45May 9, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆120Jan 20, 2024Updated 2 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Sep 3, 2024Updated last year
- Neural Inverse Design of Nanostructures☆48Oct 31, 2023Updated 2 years ago
- Silicon Photonics Design Tools.☆66Sep 6, 2025Updated 6 months ago
- Solve sparse linear systems in JAX using the KLU algorithm☆38Feb 19, 2026Updated last month
- ☆12Jun 25, 2024Updated last year
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆36Jun 21, 2022Updated 3 years ago
- A suite of tools for optimizing the shape and topology of electromagnetic structures.☆111Feb 17, 2026Updated last month
- Conda + KLayout☆11Aug 21, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆55Sep 14, 2023Updated 2 years ago
- finite difference based eigensolving for Maxwell's equations and photonic structures☆14Oct 28, 2021Updated 4 years ago
- Electromagnetic FDTD Simulations in JAX☆265Updated this week
- Fast, scalable, accessible photonic simulation☆156Feb 8, 2025Updated last year
- Fourier Modal Method with Jax (official maintained repo)☆17Oct 21, 2025Updated 5 months ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆94Apr 11, 2023Updated 2 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆201Mar 20, 2024Updated 2 years ago
- gdsfactory plugins☆55Mar 18, 2026Updated last week
- Propagate waves efficiently, optically, physically, differentiably with Julia Lang.☆42Dec 1, 2025Updated 3 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Easily mesh collections of 2D and 3D polygons with complex extrusions using GMSH☆29Updated this week
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆91Sep 22, 2018Updated 7 years ago
- Global optimization based on generative neural networks☆125Nov 17, 2022Updated 3 years ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆211Nov 24, 2025Updated 4 months ago
- Genetic-algorithm-based optimisation of resonator dispersion for tailoring Kerr comb states of the Lugiato-Lefever Equation (LLE).☆21Aug 29, 2023Updated 2 years ago
- 3D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods…☆44Jul 11, 2024Updated last year
- Automated Large-Scale PIC Routing (accepted at ISPD 2025)☆36Jan 13, 2026Updated 2 months ago