Sep 12 – 17, 2021
University of Birmingham
Europe/London timezone

Tracking TeV-PeV Cosmic Rays in Space

Not scheduled
20m
Teaching and Learning Building (University of Birmingham)

Teaching and Learning Building

University of Birmingham

Edgbaston Campus University of Birmingham B15 2TT UK
poster Applications in Astro-particle Physics

Speaker

Andrii Tykhonov (Universite de Geneve (CH))

Description

The astroparticle field is experiencing a new dawn of precision measurements with the rise of spaceborne instruments for direct detection of Cosmic Rays at extreme TeV—PeV energy range. In particular, DArk Matter Particle Explorer (DAMPE) mission, launched in December 2015, has recently reported the measurements of Cosmic Ray electron, proton and helium spectra at multi-TeV energies with unprecedented energy resolution.

Tracker is a key sub-detector of DAMPE and of the successor next-generation instrument, High Energy Radiation Detection (HERD) facility. Track reconstruction poses a fundamental challenge due to the complex nature of TeV—PeV interactions in the detector, which vastly obscure the sought signal. As a result, track reconstruction becomes a key limiting factor affecting measurement accuracy. The development of novel tracking techniques is therefore critical in order to fully uncover the science potential of DAMPE and HERD missions.

In this talk, we present the first findings of the ERC PeVSPACE project with the goal of employing state-of-the-art Artificial Intelligence techniques to qualitatively improve the accuracy of particle tracking at the highest energies. We also give a brief overview of the DAMPE mission, focusing on its Silicon Tracker sub-detector, and demonstrate the first application of the developed techniques to the analysis of the DAMPE data.

Your name Andrii Tykhonov
Institute University of Geneva
email andrii.tykhonov@unige.ch
Nationality Ukraine, Slovenia
Title Prof

Primary authors

Andrii Tykhonov (Universite de Geneve (CH)) Mr Andrii Kotenko (University of Geneva)

Presentation materials

There are no materials yet.