PoS - Proceedings of Science

The 5th International Workshop on Deep Learning in Computational Physics

DLCP2021
28-29 June, 2021
Moscow, Russia

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.

Organizers

• 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)

The main topics

• 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

Editorial Board

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