27 citations · 29 across the 3 of their papers we have counts for
5 papers
Multi-scale structural complexity as a quantitative measure of visual complexity
Anna Kravchenko, Andrey A. Bagrov, Mikhail I. Katsnelson +1
While intuitive for humans, the concept of visual complexity is hard to define and quantify formally. We suggest adopting the multi-scale structural complexity (MSSC) measure, an a…
Invariant multiscale neural networks for data-scarce scientific applications
I. Schurov, D. Alforov, M. Katsnelson +2
Success of machine learning (ML) in the modern world is largely determined by abundance of data. However at many industrial and scientific problems, amount of data is limited. Appl…
Stability of a quantum skyrmion: projective measurements and the quantum Zeno effect
Fabio Salvati, Mikhail I. Katsnelson, Andrey A. Bagrov +1
Magnetic skyrmions are vortex-like quasiparticles characterized by long lifetime and remarkable topological properties. That makes them a promising candidate for the role of inform…
Holographic fermions at strong translational symmetry breaking: a Bianchi-VII case study
A. Bagrov, N. Kaplis, A. Krikun +2
It is presently unknown how strong lattice potentials influence the fermion spectral function of the holographic strange metals predicted by the AdS/CFT correspondence. This embodi…
Holographic phase diagram of quark-gluon plasma formed in heavy-ions collisions
I. Ya. Aref'eva, A. A. Bagrov, E. O. Pozdeeva
The phase diagram of quark gluon plasma (QGP) formed at a very early stage just after the heavy ion collision is obtained by using a holographic dual model for the heavy ion collis…