SP2-VAE

This repo contains code and analysis showing how unsupervised machine learning can be applied to laser-induced incandescent signals from the single particle soot photometer instrument.

Citation

The preprint for this paper can be found at:

@article{
  title={Unsupervised Classification of Absorbing Aerosols with the SP2 via a Variational Autoencoder (VAE)},
  author={A. Doshi and Lamb, K.D.},
  journal={Atmospheric Measurement Techniques Discussion},
  url={https://egusphere.copernicus.org/preprints/2025/egusphere-2025-3210/}
  year={2025}
}