README.md

Generative Phase Space Reconstruction (GPSR)

Flexible reconstruction of beam distributions from experimental measurements.

The goal of this package is to provide software necessary to reconstruct phase space distributions from experimental data. This work is based on the following publications:

Phase Space Reconstruction from Accelerator Beam Measurements Using Neural Networks and Differentiable Simulations

Efficient six-dimensional phase space reconstructions from experimental measurements using generative machine learning

Installation

Using pip for the latest release:

pip install gpsr

or for the most recent updates in the github repo (may be unstable):

git clone https://github.com/roussel-ryan/gpsr.git
cd gpsr
pip install -e .

or for development,

pip install -e ".[dev]"