Speaker
Mikhail Rudenko
(JINR)
Description
The article is devoted to the analysis of manifestations of clustering in rare multibody decays of heavy nuclei. Together with physicists from the FLNR JINR, a computer model of the fine structure was developed, which they found on the basis of experiments with the transuranium element Californium. To test the hypothesis that the structure found is a meaningful, and is not a noise artifact, it was proposed to use a deep convolution network as a binary classifier trained on a large sample of model and noise images. Preliminary results of using the developed neuroclassifier show prospects of the proposed approach.
Primary author
Mikhail Rudenko
(JINR)
Co-authors
Prof.
Gennady Ososkov
(JINR)
Prof.
Yuri Pyatkov
(National Research Nuclear University MEPhI)
