Starccato

starccato is a Python library for training and using a GAN (Generative Adversarial Network) to generate synthetic GW signals from Stellar core collapse events.

Installation

pip install starccato

Usage

• Training a GAN

• Generating Synthetic GW Signals

Paper

The paper for starccato can be found here. Code to generate the plots for the paper are available here

Acknowledging starccato

If you use starccato in your research, please cite the following paper:

@article{starccato,
  title={starccato: A Generative Adversarial Network for Synthetic Gravitational Wave Signal Generation},
  author={Tarin,
  journal={arXiv preprint arXiv:2109.14889},
  year={2024}
}