Research group

Astroparticle Physics

Publications

Using Modern Machine Learning Methods on KASCADE Data for Outreach and Education

December 2021

V. Tokareva, D. Kostunin, I. Plokhikh and V. Sotnikov

The 5th International Workshop on Deep Learning in Computational Physics (DLCP2021)

Read more

Legacy of Tunka-Rex Software and Data

December 2021

P. Bezyazeekov for the Tunka-Rex Collaboration

The 5th International Workshop on Deep Learning in Computational Physics (DLCP2021) - Short papers

Read more

Tunka-Rex Virtual Observatory

August 2021

V. Lenok, D. Kostunin, O. Kopylova, P. Bezyazeekov, D. Wochele, F. Polgart, S. Golovachev, V. Sotnikov and E. Sotnikova for the Tunka-Rex Collaboration

PoS ICRC 2021 (2021) 421

Read more

Reconstruction of sub-threshold events of cosmic-ray radio detectors using an autoencoder

August 2021

P. Bezyazeekov, D. Shipilov, D. Kostunin, I. Plokhikh, A. Mikhaylenko, P. Turishcheva, S. Golovachev, V. Sotnikov and E. Sotnikova for the Tunka-Rex Collaboration

PoS ICRC 2021 (2021) 223

Read more

New insights from old cosmic rays: A novel analysis of archival KASCADE data

August 2021

D. Kostunin, I. Plokhikh, M. Ahlers, V. Tokareva, V. Lenok, P.A. Bezyazeekov, S. Golovachev, V. Sotnikov, R. Mullyadzhanov and E. Sotnikova

PoS ICRC 2021 (2021) 319

Read more

Classification and Denoising of Cosmic-Ray Radio Signals using Deep Learning

July 2021

A. Rehman, A. Coleman, F.G. Schröder and D. Kostunin

PoS ICRC 2021 (2021) 417

Read more