Skip to content

Draft: TauRecTools: Inference of the neutral four-momentum component of hadronic taus using neural networks

Simon Thiele requested to merge sithiele/athena:tauPi0RecoNN into main

Adding a tool TauPi0RecoNN to the tau reconstruction which decorates the xAOD tau jet objects with the four momentum of the neutral component (usually the neutral pion), infered by a neural network model. Works analogous to the decay mode tagging using an NN in the tool TauDecayModeNNClassifier.

Supports different NN models for 1p1n, 1pXn, and 3pXn decay modes.

Currently work in progress. No successful tests yet.

Developed as part of Simon Thiele's Authorship Qualification Project: Jira Ticket for the QP

Merge request reports