📐 Workshop material for optical inverse design and automatic differentiation
☆121Mar 20, 2020Updated 6 years ago
Alternatives and similar repositories for workshop-invdesign
Users that are interested in workshop-invdesign are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Electromagnetic Simulation + Automatic Differentiation☆404Jul 6, 2023Updated 2 years ago
- 🌱 Guided-mode expansion of photonic crystal slabs☆141Feb 3, 2025Updated last year
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆119Jan 20, 2024Updated 2 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆186Dec 14, 2019Updated 6 years ago
- Adjoint-solver module for MEEP.☆11Dec 7, 2019Updated 6 years ago
- Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design☆36Jun 21, 2022Updated 3 years ago
- Photonic optimization library☆334Apr 13, 2024Updated last year
- Adjoint-based optimization and inverse design of photonic devices.☆14Aug 22, 2019Updated 6 years ago
- Data and visualizations for the photontorch paper (Scientific Reports)☆18Aug 4, 2020Updated 5 years ago
- fast, large scale photonic simulation platform☆324Updated this week
- Workshop on photonic device and circuit simulation using open-source tools. Created for Princeton's Spring 2020 ELE559 : Photonic Systems…☆42Sep 16, 2021Updated 4 years ago
- testbed problems for photonics optimization☆47Jun 22, 2024Updated last year
- 🌊 Numerically solving and backpropagating through the wave equation☆539Feb 8, 2020Updated 6 years ago
- SPINS-B integration with Meep solver☆11Jun 3, 2020Updated 5 years ago
- geometric primitives for piecewise functions on grids☆24Jun 28, 2024Updated last year
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Aug 10, 2019Updated 6 years ago
- A 3D electromagnetic FDTD simulator written in Python with optional GPU support☆681Sep 22, 2025Updated 6 months ago
- Global optimization based on generative neural networks☆125Nov 17, 2022Updated 3 years ago
- ☆65Mar 15, 2022Updated 4 years ago
- Collection of examples and tutorials for the Tidy3D solver by Flexcompute Inc☆42Updated this week
- PhD research project on applying Deep Learning method to perform microstructural inverse design.☆11Mar 7, 2022Updated 4 years ago
- Simulations of photonic quantum programmable gate arrays☆110Oct 10, 2020Updated 5 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆41Mar 15, 2021Updated 5 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆91Sep 22, 2018Updated 7 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆199Mar 20, 2024Updated 2 years ago
- Artifical Neural Networks for use with Quantum Photonics☆50Feb 5, 2026Updated last month
- A simulator for photonic integrated circuits.☆156Mar 17, 2026Updated last week
- Pure Julia implementation of the finite difference frequency domain (FDFD) method for electromagnetics☆37Jan 1, 2021Updated 5 years ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆22May 7, 2022Updated 3 years ago
- Vectorized transfer matrix method (TMM) for computing the optical reflection and transmission of multilayer planar stacks☆38Sep 2, 2020Updated 5 years ago
- GPU-accelerated RCWA with automatic differentiation☆175Jun 15, 2024Updated last year
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆94Apr 11, 2023Updated 2 years ago
- A generative model for computing electromagnetic field solutions☆60Dec 31, 2022Updated 3 years ago
- personal set of FDFD codes used for my research. Much of this has been inspired by Yu (Jerry) Shi and Wonseok Shin☆21May 24, 2019Updated 6 years ago
- Vector Finite Difference Maxwell Modesolver☆16Jun 8, 2024Updated last year
- A simulation framework for unitary neural networks and photonic devices☆124Apr 21, 2021Updated 4 years ago
- This repository contains Matlab programs that can efficiently perform a comprehensive list of 2D electromagnetic simulations based on the…☆25Feb 23, 2018Updated 8 years ago
- measure minimum solid/void lengthscales in binary image☆21Dec 8, 2025Updated 3 months ago
- Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics☆64Nov 5, 2018Updated 7 years ago