Angela Di Fulvio

Semi-Supervised Gaussian Mixture Variational Autoencoder for Pulse Shape Discrimination

We address the problem of pulse shape discrimination (PSD) for radiation sources characterization by leveraging a Gaussian mixture variational autoencoder (GMVAE). When using PSD to characterize radiation sources, the number of emission sources and types of pulses to be classified is usually known.…