KATRIN neutrino mass analysis - Insights into the neural network approach

21 Jun 2024, 17:30
2h
Near Aula Magna (U6 building) (University of Milano-Bicocca)

Near Aula Magna (U6 building)

University of Milano-Bicocca

Poster Neutrino mass Poster session and reception 2

Speaker

Alessandro Schwemmer (TUM)

Description

The Karlsruhe Tritium Neutrino (KATRIN) experiment probes the effective electron anti-neutrino mass by a precision measurement of the tritium beta-decay spectrum near the endpoint.
A world-leading upper limit of $0.8 \,$eV$\,$c$^{-2}$ (90$\,$% CL) has been set with the first two measurement campaigns.
New operational conditions for an improved signal-to-background ratio, the steady reduction of systematic uncertainties and a substantial increase in statistics allow us to expand this reach.
This poster displays the latest KATRIN results and provides insight into the neural network approach used to perform the computationally challenging analysis.

This work received funding from the European Research Council under the European Union Horizon 2020 research and innovation programme, and is supported by the Max Planck Computing and Data Facility, the Excellence Cluster ORIGINS, the ORIGINS Data Science Laboratory and the SFB1258.

Poster prize Yes
Given name Alessandro
Surname Schwemmer
First affiliation Technical University of Munich, Germany
Institutional email alessandro.schwemmer@tum.de
Gender Male
Collaboration (if any) KATRIN

Primary authors

Co-authors

Presentation materials