Multimodal single cell data integration challenge: results and lessons learned

…, ZJ Cao, K Deng, S Khan, Q Liu, N Russkikh… - BioRxiv, 2022 - biorxiv.org
Biology has become a data-intensive science. Recent technological advances in single-cell
genomics have enabled the measurement of multiple facets of cellular state, producing …

Relativistic heavy-ion collisions within three-fluid hydrodynamics: Hadronic scenario

YB Ivanov, VN Russkikh, VD Toneev - Physical Review C, 2006 - APS
A three-fluid hydrodynamic model for simulating relativistic heavy-ion collisions is introduced.
Along with two baryon-rich fluids, the new model considers the time-delayed evolution of a …

Style transfer with variational autoencoders is a promising approach to RNA-Seq data harmonization and analysis

N Russkikh, D Antonets, D Shtokalo, A Makarov… - …, 2020 - academic.oup.com
Motivation The transcriptomic data are being frequently used in the research of biomarker
genes of different diseases and biological states. The most common tasks there are the data …

Dynamical phase trajectories for relativistic nuclear collisions

…, YB Ivanov, A Larionov, J Randrup, VN Russkikh… - Physical Review C, 2007 - APS
… 1Fysisk Institutt, Universitet i Oslo, N-0316 Oslo, Norway 2Institut für Theoretische … GIBUU
explicitly propagates 9 N … In particular, the NN ↔ N matrix element is given by the one-pion …

Rectangular knot diagrams classification with deep learning

LH Kauffman, NE Russkikh… - Journal of Knot Theory …, 2022 - World Scientific
… The preliminary results of our research were presented by NE Russkikh in the talk of “Recognition
of the unknot via neural networks (Preliminary results)” at “December Readings in …

Dynamical freeze-out in three-fluid hydrodynamics

VN Russkikh, YB Ivanov - Physical Review C, 2007 - APS
The freeze-out procedure accepted in a model of three-fluid dynamics is analyzed. This
procedure is formulated in terms of drain terms in hydrodynamic equations. The dynamics of …

Machine learning algorithms and classification of texures

…, EI Ryabchikova, FA Murzin, NE Russkikh… - Journal of Theoretical …, 2020 - elibrary.ru
The aim of the research is to develop algorithms for analyzing images obtained from various
sources. The paper analyzes images of the ultrastructure of plant cell walls, obtained by …

Analysis of intermediate-energy heavy-ion collisions within relativistic mean-field two-fluid model

VN Russkikh, YB Ivanov, YE Pokrovsky, PA Henning - Nuclear Physics A, 1994 - Elsevier
… We studied the dependence of the results on the n, parameter in the 0.3 5 n,/n, I 0.5 range
and found it to be weak enough. Of course, not all the regions of the nuclear system are frozen …

Collective flow in heavy-ion collisions for GeV/nucleon

VN Russkikh, YB Ivanov - Physical Review C, 2006 - APS
… However, in simulating heavy-ion collisions we predominantly deal with densities n >∼
2n0. Therefore we should estimate the degree of reasonableness of a EoS precisely in this …

On freeze-out problem in relativistic hydrodynamics

YB Ivanov, VN Russkikh - Physics of Atomic Nuclei, 2009 - Springer
… Let us consider a droplet of matter (for simplicity consisting of only nucleons), which is
characterized by a total baryon number N, a total energy E, and a total momentum P, and occupies …