User profiles for A. N. Gorban

Alexander N. Gorban

- Verified email at le.ac.uk - Cited by 17062

Alexander Gorban

- Verified email at google.com - Cited by 1720

Blessing of dimensionality: mathematical foundations of the statistical physics of data

AN Gorban, IY Tyukin - Philosophical Transactions of the …, 2018 - royalsocietypublishing.org
The concentrations of measure phenomena were discovered as the mathematical background
to statistical mechanics at the end of the nineteenth/beginning of the twentieth century …

Constructive methods of invariant manifolds for kinetic problems

AN Gorban, IV Karlin, AY Zinovyev - Physics Reports, 2004 - Elsevier
The concept of the slow invariant manifold is recognized as the central idea underpinning a
transition from micro to macro and model reduction in kinetic theories. We present the …

[HTML][HTML] Reduction of dynamical biochemical reactions networks in computational biology

O Radulescu, AN Gorban, A Zinovyev, V Noel - Frontiers in genetics, 2012 - frontiersin.org
Biochemical networks are used in computational biology, to model mechanistic details of
systems involved in cell signaling, metabolism, and regulation of gene expression. Parametric …

[BOOK][B] Principal manifolds for data visualization and dimension reduction

AN Gorban, B Kégl, DC Wunsch, AY Zinovyev - 2008 - Springer
In 1901, Karl Pearson [1] explained to the scientific community that the problem of data
approximation is (i) important and (ii) nice, and (iii) differs from the regression problem. He …

Limits of the turbine efficiency for free fluid flow

AN Gorban', AM Gorlov… - J. Energy Resour …, 2001 - asmedigitalcollection.asme.org
An accurate estimate of the theoretical power limit of turbines in free fluid flows is important
because of growing interest in the development of wind power and zero-head water power …

[BOOK][B] Invariant manifolds for physical and chemical kinetics

AN Gorban, IV Karlin - 2005 - Springer
… Alexander Gorban … This task makes up the central core of the very remarkable
monograph by Gorban and Karlin." … Gorban: Full Professor in Modeling & Simulation …

[BOOK][B] Kinetic models of catalytic reactions

GS Yablonskii, VI Bykov, VI Elokhin, AN Gorban - 1991 - books.google.com
This book has been written by a group of mathematicians and chemists whose common
interest is in the complex dynamics of catalytic reactions. Based on developments in …

Method of invariant manifold for chemical kinetics

AN Gorban, IV Karlin - Chemical Engineering Science, 2003 - Elsevier
In this paper, we review the construction of low-dimensional manifolds of reduced description
for equations of chemical kinetics from the standpoint of the method of invariant manifold (…

[HTML][HTML] Single-cell trajectories reconstruction, exploration and mapping of omics data with STREAM

…, G Lo Bosco, J Guan, S Zhou, AN Gorban… - Nature …, 2019 - nature.com
Single-cell transcriptomic assays have enabled the de novo reconstruction of lineage
differentiation trajectories, along with the characterization of cellular heterogeneity and state …

Maximum entropy principle for lattice kinetic equations

IV Karlin, AN Gorban, S Succi, V Boffi - Physical Review Letters, 1998 - APS
The entropy maximum approach to constructing equilibria in lattice kinetic equations is revisited.
For a suitable entropy function, we derive explicitly the hydrodynamic local equilibrium, …