Differentiable T-matrix based electromagnetic scattering framework.
Project description
dreams
A differentiable T-matrix-based framework for multiple-scattering problems in nanophotonics.
It implements the T-matrix formalism in jax, following the implementation of treams.
Installation
To install the package with pip, use
pip install dreams
For the development version, clone the repository:
git clone https://github.com/tfp-photonics/dreams.git
cd dreams
pip install -e ".[dev]"
Usage
The tutorial is available in the documentation: https://tfp-photonics.github.io/dreams/
Features
- inverse design of multiple-scattering systems
- optimization of scatterer positions and radii
- support for finite and periodic arrangements
Project details
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