“Zhores”—Petaflops supercomputer for data-driven modeling, machine learning and artificial intelligence installed in Skolkovo Institute of Science and Technology

I Zacharov, R Arslanov, M Gunin, D Stefonishin… - Open …, 2019 - degruyter.com
Abstract The Petaflops supercomputer “Zhores” recently launched in the “Center for
Computational and Data-Intensive Science and Engineering”(CDISE) of Skolkovo Institute of …

Application of machine learning technique for a fast forecast of aggregation kinetics in space-inhomogeneous systems

MA Larchenko, RR Zagidullin, VV Palyulin… - Physica A: Statistical …, 2024 - Elsevier
Modelling of aggregation processes in space-inhomogeneous systems is extremely
numerically challenging since complicated aggregation equations, Smoluchowski …

Aggregation in non-uniform systems with advection and localized source

R Zagidullin, AP Smirnov, S Matveev… - Journal of Physics A …, 2022 - iopscience.iop.org
We explore analytically and numerically agglomeration driven by advection and localized
source. The system is inhomogeneous in one dimension, viz along the direction of …

[HTML][HTML] Knowledge-informed neuro-integrators for aggregation kinetics

D Lukashevich, I Tyukin, N Brilliantov - Communications in Nonlinear …, 2024 - Elsevier
We report a novel approach for the efficient computation of solutions of a broad class of
large-scale systems of non-linear ordinary differential equations, describing aggregation …

Investigation and Implementation of Parallelism Resources of Numerical Algorithms

V Aleeva, R Aleev - ACM Transactions on Parallel Computing, 2023 - dl.acm.org
This article is devoted to an approach to solving a problem of the efficiency of parallel
computing. The theoretical basis of this approach is the concept of a Q-determinant. Any …

Software Q-system for the Research of the Resource of Numerical Algorithms Parallelism

V Aleeva, E Bogatyreva, A Skleznev, M Sokolov… - … Days, RuSCDays 2019 …, 2019 - Springer
The paper describes software Q-system for research of the resource of numerical algorithms
parallelism. The theoretical basis of the Q-system is the concept of Q-determinant where Q is …

Improving parallel computing efficiency

VN Aleeva - 2020 Global Smart Industry Conference (GloSIC), 2020 - ieeexplore.ieee.org
In this paper some approach to solving a problem of the efficiency of parallel computing is
considered on the base of the concept of a Q-determinant. Any numerical algorithm has a Q …

Supercomputer Modelling of Spatially-heterogeneous Coagulation using MPI and CUDA

R Zagidullin, A Smirnov, S Matveev… - Russian Supercomputing …, 2019 - Springer
In this work we propose two parallel implementations of numerical method for the two-
dimensional advection-coagulation equation: pure CPU and hybrid CPU/GPU. We …

Parallelism Resource of Numerical Algorithms. Version 1

VN Aleeva, RZ Aleev - arxiv preprint arxiv:2207.11915, 2022 - arxiv.org
The paper is devoted to an approach to solving a problem of the efficiency of parallel
computing. The theoretical basis of this approach is the concept of a $ Q $-determinant. Any …

[PDF][PDF] łZhoresž Ð Petaflops supercomputer for data-driven modeling, machine learning and artificial intelligence installed in Skolkovo Institute of Science and …

I Zacharov, R Arslanov, M Gunin, D Stefonishin… - academia.edu
The Petaflops supercomputer łZhoresž recently launched in the łCenter for Computational
and Data-Intensive Science and Engineeringž (CDISE) of Skolkovo Institute of Science and …