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Differentiable Finite Element Method with JAX

Python 409 70 Updated May 31, 2025

Spherical bessel functions for JAX

Python 3 Updated Dec 13, 2024

Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose

Python 78 33 Updated Mar 5, 2021

GPU-accelerated RCWA with automatic differentiation

Jupyter Notebook 135 28 Updated Jun 15, 2024

S2FFT: Differentiable and accelerated spherical transforms

Python 195 12 Updated Jun 14, 2025
Jupyter Notebook 434 30 Updated Oct 18, 2024

Run PyTorch in JAX. 🀝

Python 252 9 Updated Feb 15, 2025

Python based continuous adjoint optimization wrapper for Lumerical

Python 179 80 Updated Mar 20, 2024

Extending JAX with custom C++ and CUDA code

Python 395 23 Updated Aug 18, 2024
Python 29 12 Updated May 6, 2025

Google Research

Jupyter Notebook 35,780 8,106 Updated Jun 11, 2025

Computational Fluid Dynamics in JAX

Jupyter Notebook 843 125 Updated Mar 31, 2025

Multiphysics Object Oriented Simulation Environment

C++ 1,959 1,119 Updated Jun 15, 2025

🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt

Jupyter Notebook 61 14 Updated Jun 15, 2025

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

Python 163 51 Updated Dec 14, 2019

😎 curated list of open source photonics projects

Makefile 411 58 Updated May 10, 2025

transfer-matrix method for optics of thin and thick multilayer films

Jupyter Notebook 206 108 Updated Nov 26, 2024

Inverse Quantum-Optical Design of High-Dimensional Qudits

Python 14 7 Updated Aug 2, 2022

Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch

Python 80 18 Updated Jun 16, 2022

A simulator for photonic integrated circuits.

Python 135 35 Updated Jun 14, 2025

Differentiable Gravitational Waveforms with JAX

Python 59 19 Updated Jun 14, 2025

A software package for analyzing snapshots of developmental processes

Jupyter Notebook 146 34 Updated Sep 15, 2022
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