THEORY

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====== Публикации 2022 ======

  * E. Gres and A. Kryukov. [[https://pos.sissa.it/429/002/pdf|Energy reconstruction in analysis of Cherenkov telescopes images in TAIGA experiment using deep learning methods]]. PoS (2022), v.429, p.002
  * S. Polyakov, A. Kryukov, A. Demichev, J. Dubenskaya, E. Gres and A.A. Vlaskina. [[https://pos.sissa.it/429/002/pdf|Using conditional variational autoencoders to generate images from atmospheric Cherenkov telescopes]]. PoS (2022), v.429, p.003 
  * J. Dubenskaya, A. Kryukov, A. Demichev, S. Polyakov, E. Gres and A.A. Vlaskina. [[https://pos.sissa.it/429/022/pdf|Using a Conditional Generative Adversarial Network to Control the Statistical Characteristics of Generated Images for IACT Data Analysis]]. PoS (2022), v.429, p.022.
  * A.A. Vlaskina and A. Kryukov. [[https://pos.sissa.it/429/006/pdf|Application of convolutional neural networks for data analysis in TAIGA-HiSCORE experiment]]. PoS (2022), v.429, p.006

====== Доклады ======

  * [[https://dlcp2022.jinr.ru|The 6th International Workshop of Deep Learning in Computational Physics, DLCP2022]] 
  * [[https://events.sinp.msu.ru/event/10/|37-я Всероссийская конференция по космическим лучам, ВККЛ-2022]]
  * [[http://school.lomcon.ru/|The 14th International School on Neutrino Physics and Astrophysics]]