9–11 Oct 2024
Centro Polifunzionale Studenti
Europe/Rome timezone

AI for cosmic ray detection in space at high-energy frontier

11 Oct 2024, 12:30
30m
Centro Polifunzionale Studenti

Centro Polifunzionale Studenti

Piazza Cesare Battisti, 1, 70121 Bari BA

Speaker

Andrii Tykhonov (University of Geneva)

Description

We will dive into recent AI advancements for data reconstruction and analysis with spaceborne instruments at the mult-TeV energies. First, we will briefly describe the DAMPE and HERD missions - state-of-the-art spaceprobes for high-energy cosmic rays and gamma-ray physics. Then we will discuss how modern Deep Learning methods broaden the science program of such experiments and even facilitate new kinds of measurements. In conclusion, we will give an overview of the physics results achieved so far thanks to AI techniques.

Primary author

Andrii Tykhonov (University of Geneva)

Presentation materials