5th International Workshop on Deep Learning in Computational Physics (DLCP-2021)

June 28-29

The workshop primarily focuses on the use of machine learning in cosmic ray astrophysics, but is not limited to this area. Topics of interest are various applications of artificial neural networks to physical problems, as well as the development of new modern machine learning methods for analyzing various scientific data, including big data.

The working language is English.

We are pleased to invite you to participate to the DLCP-2021 - International Workshop on Deep Learning in Computational Physics which will be held in virtual (ZOOM) format on 28-30 June, 2021.

Karlsruhe Institute of Technology (Karlsruhe, Germany)
D.V. Skobeltsyn Institute of Nuclear Physics, M.V. Lomonosov Moscow State University (Moscow, Russia)
Matrosov Institute for System Dynamics and Control Theory SB RAS (Irkutsk, Russia)

• Modern machine learning method in physics
• Deep learning in cosmic ray astrophysics
• Generative adversarial network for modelling of physics phenomena
• Multi-messenger data analysis in astroparticle physics
• Application in biology and other natural sciences
• Modern trends in machine learning

Prof. A. Haungs (KIT, Karlsruhe) — Co-Chair
A. Kryukov (MSU, Moscow) — Co-Chair
Academician I. Bychkov (ISDCT SB RAS, Irkutsk)
A. Demichev (MSU, Moscow)
A. Shigarov (ISDCT SB RAS, Irkutsk)
V. Tokareva (KIT, Karlsruhe)

A. Kryukov (MSU, Moscow) — Chair
A. Shigarov (ISDCT SB RAS, Irkutsk)
J. Dubenskaya (MSU, Moscow)
V. Tokareva (KIT, Karlsruhe)

Due to the situation regarding the coronavirus (COVID-19), the Organizing committee decided to organize the workshop remotely via Zoom platform.

• NEW! Abstract submission — June 14, 2021 June 21, 2021
• Notification of acceptance — June 21, 2021 June 24, 2021
• Registration - until June 29, 2021
• The Workshop — June 28-29, 2021
• Paper submission — August 30, 2021
• Notification of paper acceptance — September 6, 2021

The registration and abstract submission should be done via the website: Registration and abstract submission.

No fee for participation.

Selected articles will be published online at CEUR-WS and indexed in Scopus. Submissions should be in English and formatted in 1-column CEUR-ART style.

We invite two types of submissions:

• REGULAR PAPERS describe research not published or submitted elsewhere (10-12 pages).
• SHORT PAPERS may be position papers, descriptions of research prospects, challenges, projects, ongoing works, or applications (5-9 pages).

Submission guidelines

All correspondence concerning the workshop should be addressed by e-mail:
Alexander Kryukov and Victoria Tokareva