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Differentiable Finite Element Method with JAX
Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose
GPU-accelerated RCWA with automatic differentiation
S2FFT: Differentiable and accelerated spherical transforms
Python based continuous adjoint optimization wrapper for Lumerical
Google Research
Multiphysics Object Oriented Simulation Environment
π Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and Optax/JAXopt
Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices
π curated list of open source photonics projects
transfer-matrix method for optics of thin and thick multilayer films
Inverse Quantum-Optical Design of High-Dimensional Qudits
Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch
A simulator for photonic integrated circuits.
Differentiable Gravitational Waveforms with JAX
A software package for analyzing snapshots of developmental processes