Invariant manifolds for physical and chemical kinetics. Zbl 1086.82009
Gorban, Alexander N.; Karlin, Iliya V. |
|
2005
|
Hilbert’s 6th problem: exact and approximate hydrodynamic manifolds for kinetic equations. Zbl 1294.35052
Gorban, Alexander N.; Karlin, Ilya |
|
2014
|
Selection theorem for systems with inheritance. Zbl 1337.92150
Gorban, A. N. |
|
2007
|
Approximation with random bases: pro et contra. Zbl 1427.68361
Gorban, Alexander N.; Tyukin, Ivan Yu.; Prokhorov, Danil V.; Sofeikov, Konstantin I. |
|
2016
|
Hydrodynamics from Grad’s equations: What can we learn from exact solutions? Zbl 1068.76074
Karlin, Iliya V.; Gorban, Alexander N. |
|
2002
|
Entropy: the Markov ordering approach. Zbl 1229.60085
Gorban, Alexander N.; Gorban, Pavel A.; Judge, George |
|
2010
|
Blessing of dimensionality: mathematical foundations of the statistical physics of data. Zbl 1470.82004
Gorban, A. N.; Tyukin, I. Y. |
|
2018
|
Quasichemical models of multicomponent nonlinear diffusion. Zbl 1234.35131
Gorban, A. N.; Sargsyan, H. P.; Wahab, H. A. |
|
2011
|
Model reduction and coarse-graining approaches for multiscale phenomena. Selected papers from the workshop held at the University of Leicester, Leicester, UK, August 24–26, 2005. Zbl 1129.82005
|
|
2006
|
Principal manifolds for data visualization and dimension reduction. Reviews and original papers presented partially at the workshop ‘Principal manifolds for data cartography and dimension reduction’, Leicester, UK, August 24–26, 2006. Zbl 1125.68003
|
|
2008
|
Method of invariant manifolds and regularization of acoustic spectra. Zbl 0812.76077
Gorban, Alexander N.; Karlin, Iliya V. |
|
1994
|
Structure and approximations of the Chapman-Enskog expansion for the linearized Grad equations. Zbl 0756.76066
Gorban, Alexander N.; Karlin, Iliya V. |
|
1992
|
Corrections and enhancements of quasi-equilibrium states. Zbl 1060.82520
Gorban, Alexander N.; Karlin, Iliya V.; Ilg, Patrick; Öttinger, Hans Christian |
|
2001
|
Enhancement of the stability of lattice Boltzmann methods by dissipation control. Zbl 1395.76068
Gorban, A. N.; Packwood, D. J. |
|
2014
|
Stochastic separation theorems. Zbl 1429.68217
Gorban, A. N.; Tyukin, I. Y. |
|
2017
|
The Michaelis-Menten-Stueckelberg theorem. Zbl 1303.92152
Gorban, Alexander N.; Shahzad, Muhammad |
|
2011
|
Elastic principal graphs and manifolds and their practical applications. Zbl 1274.62408
Gorban, A.; Zinovyev, A. |
|
2005
|
Stable simulation of fluid flow with high-Reynolds number using Ehrenfest’s steps. Zbl 1121.76049
Brownlee, R.; Gorban, A. N.; Levesley, J. |
|
2007
|
Hilbert’s sixth problem: the endless road to rigour. Zbl 1470.81010
Gorban, A. N. |
|
2018
|
Correction of AI systems by linear discriminants: probabilistic foundations. Zbl 1441.68201
Gorban, A. N.; Golubkov, A.; Grechuk, B.; Mirkes, E. M.; Tyukin, I. Y. |
|
2018
|
Approximation of continuous functions of several variables by an arbitrary nonlinear continuous function of one variable, linear functions, and their superpositions. Zbl 0940.41017
Gorban, A. N. |
|
1998
|
Irreversibility in the short memory approximation. Zbl 1031.82020
Karlin, Iliya V.; Tatarinova, Larisa L.; Gorban, Alexander N.; Öttinger, Hans Christian |
|
2003
|
A generalized approximation theorem and computational capabilities of neural networks. Zbl 0903.68152
Gorban’, A. N. |
|
1998
|
Three waves of chemical dynamics. Zbl 1330.92007
Gorban, A. N.; Yablonsky, G. S. |
|
2015
|
Neural networks on a personal computer.
(Nejronnye seti na personal’nom komp’yutere.) Zbl 0931.68114
Gorban’, A. N.; Rossiev, D. A. |
|
1996
|
High-dimensional brain: a tool for encoding and rapid learning of memories by single neurons. Zbl 1432.92025
Tyukin, Ivan; Gorban, Alexander N.; Calvo, Carlos; Makarova, Julia; Makarov, Valeri A. |
|
2019
|
Maxallent: maximizers of all entropies and uncertainty of uncertainty. Zbl 1384.62018
Gorban, A. N. |
|
2013
|
Singularities of transition processes in dynamical systems: Qualitative theory of critical delays. Zbl 1057.54028
Gorban, Alexander N. |
|
2004
|
One-trial correction of legacy AI systems and stochastic separation theorems. Zbl 1448.68369
Gorban, Alexander N.; Burton, Richard; Romanenko, Ilya; Tyukin, Ivan Yu. |
|
2019
|
Basic types of coarse-graining. Zbl 1141.82012
Gorban, A. N. |
|
2006
|
Neural network iterative method of principal curves for data with gaps. Zbl 1077.68763
Gorban’, A. N.; Rossiev, A. A. |
|
1999
|
Leaders do not look back, or do they? Zbl 1332.34074
Gorban, A. N.; Jarman, N.; Steur, E.; van Leeuwen, C.; Tyukin, I. Yu. |
|
2015
|
Lyapunov-like conditions of forward invariance and boundedness for a class of unstable systems. Zbl 1283.34050
Gorban, A. N.; Tyukin, I.; Steur, E.; Nijmeijer, H. |
|
2013
|
Evolution of adaptation mechanisms: adaptation energy, stress, and oscillating death. Zbl 1343.92344
Gorban, Alexander N.; Tyukina, Tatiana A.; Smirnova, Elena V.; Pokidysheva, Lyudmila I. |
|
2016
|
Topological grammars for data approximation. Zbl 1167.68378
Gorban, A. N.; Sumner, N. R.; Zinovyev, A. Y. |
|
2007
|
Legendre integrators, post-processing and quasi-equilibrium. Zbl 1143.76533
Gorban, Alexander N.; Gorban, Pavel A.; Karlin, Iliya V. |
|
2004
|
Thermodynamic tree: the space of admissible paths. Zbl 1283.37009
Gorban, Alexander N. |
|
2013
|
Systems with heredity and effects of selection. Zbl 0801.92014
Gorban’, A. N. |
|
1992
|
Fast construction of correcting ensembles for legacy artificial intelligence systems: algorithms and a case study. Zbl 1448.68370
Tyukin, Ivan Yu.; Gorban, Alexander N.; Green, Stephen; Prokhorov, Danil |
|
2019
|
Self-organizing approach for automated gene identification. Zbl 1034.92012
Zinovyev, Andrey Yu.; Gorban, Alexander N.; Popova, Tatyana G. |
|
2003
|
Modified Kirchhoff flow with a partially penetrable obstacle and its application to the efficiency of free flow turbines. Zbl 1076.76516
Gorban, A.; Braverman, M.; Silantyev, V. |
|
2002
|
Maximum entropy method in analysis of genetic text and measurement of its information content. Zbl 0986.92022
Bugaenko, N. N.; Gorban, A. N.; Sadovsky, M. G. |
|
1998
|
Two-step approximation of space-independent relaxation. Zbl 0946.76085
Gorban, Alexander N.; Karlin, Iliya V.; Zmievskij, Vladimir B. |
|
1999
|
Coping with complexity: Model reduction and data analysis. Selected papers based on the presentations at the international research workshop, Ambleside, UK, August 31–September 4, 2009. Zbl 1202.00097
|
|
2011
|
General stochastic separation theorems with optimal bounds. Zbl 1521.68120
Grechuk, Bogdan; Gorban, Alexander N.; Tyukin, Ivan Y. |
|
2021
|
Editorial: Grasping complexity. Zbl 1339.00026
|
|
2013
|
Nonarbitrary regularization of acoustic spectra. Zbl 0772.76064
Gorban, Alexander N.; Karlin, Iliya V. |
|
1993
|
Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning. Zbl 1428.68239
Gorban, A. N.; Mirkes, E. M.; Zinovyev, A. |
|
2016
|
The mystery of two straight lines in bacterial genome statistics. Zbl 1298.92065
Gorban, A. N.; Zinovyev, A. Y. |
|
2007
|
Riabouchinsky flow with partially penetrable obstacle. Zbl 1027.76006
Gorban’, A.; Silantyev, V. |
|
2002
|
Classification of symbol sequences over their frequency dictionaries: Towards the connection between structure and natural taxonomy. Zbl 0956.92003
Gorban, A. N.; Popova, T. G.; Sadovsky, M. G. |
|
2000
|
Thermodynamic constraints and conditions for being quasithermodynamic in chemical kinetics. Zbl 0967.80503
Verbitskij, V. I.; Gorban’, A. N. |
|
1989
|
Generalized mass action law and thermodynamics of nonlinear Markov processes. Zbl 1327.80015
Gorban, A. N.; Kolokoltsov, V. N. |
|
2015
|
Forward-invariant peeling in chemical dynamics: a simple case study. Zbl 1382.80005
Gorban, A. N. |
|
2015
|
Fast sampling of evolving systems with periodic trajectories. Zbl 1390.93238
Tyukin, I. Yu.; Gorban, A. N.; Tyukina, T. A.; Al-Ameri, J. M.; Korablev, Yu. A. |
|
2016
|
A generalized approximation theorem and an exact representation of polynomials of several variables by superpositions of polynomials of one variable. Zbl 1497.41003
Gorban’, A. N. |
|
1998
|
Quasi-equilibrium approximations and nonstandard expansions in the theory of the Boltzmann kinetic equation. Zbl 0820.76074
Gorban’, A. N.; Karlin, I. V. |
|
1992
|
On “solid liquid” limit of hydrodynamic equations. Zbl 0891.76004
Gorban, A. N.; Karlin, I. V. |
|
1995
|
A numerical analyst’s view of the lattice Boltzmann method. Zbl 1426.76604
Levesley, Jeremy; Gorban, Alexander N.; Packwood, David |
|
2011
|
Numerical mathematics and advanced applications 2011. Proceedings of ENUMATH 2011, the 9th European conference on numerical mathematics and advanced applications, Leicester, UK, September 5–9, 2011. Zbl 1257.65002
|
|
2013
|
Law of the minimum paradoxes. Zbl 1225.92042
Gorban, Alexander N.; Pokidysheva, Lyudmila I.; Smirnova, Elena V.; Tyukina, Tatiana A. |
|
2011
|
Stochastic separation theorems: how geometry may help to correct AI errors. Zbl 07750555
Gorban, Alexander; Grechuk, Bogdan; Tyukin, Ivan |
|
2023
|
Stochastic separation theorems: how geometry may help to correct AI errors. Zbl 07750555
Gorban, Alexander; Grechuk, Bogdan; Tyukin, Ivan |
|
2023
|
General stochastic separation theorems with optimal bounds. Zbl 1521.68120
Grechuk, Bogdan; Gorban, Alexander N.; Tyukin, Ivan Y. |
|
2021
|
High-dimensional brain: a tool for encoding and rapid learning of memories by single neurons. Zbl 1432.92025
Tyukin, Ivan; Gorban, Alexander N.; Calvo, Carlos; Makarova, Julia; Makarov, Valeri A. |
|
2019
|
One-trial correction of legacy AI systems and stochastic separation theorems. Zbl 1448.68369
Gorban, Alexander N.; Burton, Richard; Romanenko, Ilya; Tyukin, Ivan Yu. |
|
2019
|
Fast construction of correcting ensembles for legacy artificial intelligence systems: algorithms and a case study. Zbl 1448.68370
Tyukin, Ivan Yu.; Gorban, Alexander N.; Green, Stephen; Prokhorov, Danil |
|
2019
|
Blessing of dimensionality: mathematical foundations of the statistical physics of data. Zbl 1470.82004
Gorban, A. N.; Tyukin, I. Y. |
|
2018
|
Hilbert’s sixth problem: the endless road to rigour. Zbl 1470.81010
Gorban, A. N. |
|
2018
|
Correction of AI systems by linear discriminants: probabilistic foundations. Zbl 1441.68201
Gorban, A. N.; Golubkov, A.; Grechuk, B.; Mirkes, E. M.; Tyukin, I. Y. |
|
2018
|
Stochastic separation theorems. Zbl 1429.68217
Gorban, A. N.; Tyukin, I. Y. |
|
2017
|
Approximation with random bases: pro et contra. Zbl 1427.68361
Gorban, Alexander N.; Tyukin, Ivan Yu.; Prokhorov, Danil V.; Sofeikov, Konstantin I. |
|
2016
|
Evolution of adaptation mechanisms: adaptation energy, stress, and oscillating death. Zbl 1343.92344
Gorban, Alexander N.; Tyukina, Tatiana A.; Smirnova, Elena V.; Pokidysheva, Lyudmila I. |
|
2016
|
Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning. Zbl 1428.68239
Gorban, A. N.; Mirkes, E. M.; Zinovyev, A. |
|
2016
|
Fast sampling of evolving systems with periodic trajectories. Zbl 1390.93238
Tyukin, I. Yu.; Gorban, A. N.; Tyukina, T. A.; Al-Ameri, J. M.; Korablev, Yu. A. |
|
2016
|
Three waves of chemical dynamics. Zbl 1330.92007
Gorban, A. N.; Yablonsky, G. S. |
|
2015
|
Leaders do not look back, or do they? Zbl 1332.34074
Gorban, A. N.; Jarman, N.; Steur, E.; van Leeuwen, C.; Tyukin, I. Yu. |
|
2015
|
Generalized mass action law and thermodynamics of nonlinear Markov processes. Zbl 1327.80015
Gorban, A. N.; Kolokoltsov, V. N. |
|
2015
|
Forward-invariant peeling in chemical dynamics: a simple case study. Zbl 1382.80005
Gorban, A. N. |
|
2015
|
Hilbert’s 6th problem: exact and approximate hydrodynamic manifolds for kinetic equations. Zbl 1294.35052
Gorban, Alexander N.; Karlin, Ilya |
|
2014
|
Enhancement of the stability of lattice Boltzmann methods by dissipation control. Zbl 1395.76068
Gorban, A. N.; Packwood, D. J. |
|
2014
|
Maxallent: maximizers of all entropies and uncertainty of uncertainty. Zbl 1384.62018
Gorban, A. N. |
|
2013
|
Lyapunov-like conditions of forward invariance and boundedness for a class of unstable systems. Zbl 1283.34050
Gorban, A. N.; Tyukin, I.; Steur, E.; Nijmeijer, H. |
|
2013
|
Thermodynamic tree: the space of admissible paths. Zbl 1283.37009
Gorban, Alexander N. |
|
2013
|
Editorial: Grasping complexity. Zbl 1339.00026
|
|
2013
|
Numerical mathematics and advanced applications 2011. Proceedings of ENUMATH 2011, the 9th European conference on numerical mathematics and advanced applications, Leicester, UK, September 5–9, 2011. Zbl 1257.65002
|
|
2013
|
Quasichemical models of multicomponent nonlinear diffusion. Zbl 1234.35131
Gorban, A. N.; Sargsyan, H. P.; Wahab, H. A. |
|
2011
|
The Michaelis-Menten-Stueckelberg theorem. Zbl 1303.92152
Gorban, Alexander N.; Shahzad, Muhammad |
|
2011
|
Coping with complexity: Model reduction and data analysis. Selected papers based on the presentations at the international research workshop, Ambleside, UK, August 31–September 4, 2009. Zbl 1202.00097
|
|
2011
|
A numerical analyst’s view of the lattice Boltzmann method. Zbl 1426.76604
Levesley, Jeremy; Gorban, Alexander N.; Packwood, David |
|
2011
|
Law of the minimum paradoxes. Zbl 1225.92042
Gorban, Alexander N.; Pokidysheva, Lyudmila I.; Smirnova, Elena V.; Tyukina, Tatiana A. |
|
2011
|
Entropy: the Markov ordering approach. Zbl 1229.60085
Gorban, Alexander N.; Gorban, Pavel A.; Judge, George |
|
2010
|
Principal manifolds for data visualization and dimension reduction. Reviews and original papers presented partially at the workshop ‘Principal manifolds for data cartography and dimension reduction’, Leicester, UK, August 24–26, 2006. Zbl 1125.68003
|
|
2008
|
Selection theorem for systems with inheritance. Zbl 1337.92150
Gorban, A. N. |
|
2007
|
Stable simulation of fluid flow with high-Reynolds number using Ehrenfest’s steps. Zbl 1121.76049
Brownlee, R.; Gorban, A. N.; Levesley, J. |
|
2007
|
Topological grammars for data approximation. Zbl 1167.68378
Gorban, A. N.; Sumner, N. R.; Zinovyev, A. Y. |
|
2007
|
The mystery of two straight lines in bacterial genome statistics. Zbl 1298.92065
Gorban, A. N.; Zinovyev, A. Y. |
|
2007
|
Model reduction and coarse-graining approaches for multiscale phenomena. Selected papers from the workshop held at the University of Leicester, Leicester, UK, August 24–26, 2005. Zbl 1129.82005
|
|
2006
|
Basic types of coarse-graining. Zbl 1141.82012
Gorban, A. N. |
|
2006
|
Invariant manifolds for physical and chemical kinetics. Zbl 1086.82009
Gorban, Alexander N.; Karlin, Iliya V. |
|
2005
|
Elastic principal graphs and manifolds and their practical applications. Zbl 1274.62408
Gorban, A.; Zinovyev, A. |
|
2005
|
Singularities of transition processes in dynamical systems: Qualitative theory of critical delays. Zbl 1057.54028
Gorban, Alexander N. |
|
2004
|
Legendre integrators, post-processing and quasi-equilibrium. Zbl 1143.76533
Gorban, Alexander N.; Gorban, Pavel A.; Karlin, Iliya V. |
|
2004
|
Irreversibility in the short memory approximation. Zbl 1031.82020
Karlin, Iliya V.; Tatarinova, Larisa L.; Gorban, Alexander N.; Öttinger, Hans Christian |
|
2003
|
Self-organizing approach for automated gene identification. Zbl 1034.92012
Zinovyev, Andrey Yu.; Gorban, Alexander N.; Popova, Tatyana G. |
|
2003
|
Hydrodynamics from Grad’s equations: What can we learn from exact solutions? Zbl 1068.76074
Karlin, Iliya V.; Gorban, Alexander N. |
|
2002
|
Modified Kirchhoff flow with a partially penetrable obstacle and its application to the efficiency of free flow turbines. Zbl 1076.76516
Gorban, A.; Braverman, M.; Silantyev, V. |
|
2002
|
Riabouchinsky flow with partially penetrable obstacle. Zbl 1027.76006
Gorban’, A.; Silantyev, V. |
|
2002
|
Corrections and enhancements of quasi-equilibrium states. Zbl 1060.82520
Gorban, Alexander N.; Karlin, Iliya V.; Ilg, Patrick; Öttinger, Hans Christian |
|
2001
|
Classification of symbol sequences over their frequency dictionaries: Towards the connection between structure and natural taxonomy. Zbl 0956.92003
Gorban, A. N.; Popova, T. G.; Sadovsky, M. G. |
|
2000
|
Neural network iterative method of principal curves for data with gaps. Zbl 1077.68763
Gorban’, A. N.; Rossiev, A. A. |
|
1999
|
Two-step approximation of space-independent relaxation. Zbl 0946.76085
Gorban, Alexander N.; Karlin, Iliya V.; Zmievskij, Vladimir B. |
|
1999
|
Approximation of continuous functions of several variables by an arbitrary nonlinear continuous function of one variable, linear functions, and their superpositions. Zbl 0940.41017
Gorban, A. N. |
|
1998
|
A generalized approximation theorem and computational capabilities of neural networks. Zbl 0903.68152
Gorban’, A. N. |
|
1998
|
Maximum entropy method in analysis of genetic text and measurement of its information content. Zbl 0986.92022
Bugaenko, N. N.; Gorban, A. N.; Sadovsky, M. G. |
|
1998
|
A generalized approximation theorem and an exact representation of polynomials of several variables by superpositions of polynomials of one variable. Zbl 1497.41003
Gorban’, A. N. |
|
1998
|
Neural networks on a personal computer.
(Nejronnye seti na personal’nom komp’yutere.) Zbl 0931.68114
Gorban’, A. N.; Rossiev, D. A. |
|
1996
|
On “solid liquid” limit of hydrodynamic equations. Zbl 0891.76004
Gorban, A. N.; Karlin, I. V. |
|
1995
|
Method of invariant manifolds and regularization of acoustic spectra. Zbl 0812.76077
Gorban, Alexander N.; Karlin, Iliya V. |
|
1994
|
Nonarbitrary regularization of acoustic spectra. Zbl 0772.76064
Gorban, Alexander N.; Karlin, Iliya V. |
|
1993
|
Structure and approximations of the Chapman-Enskog expansion for the linearized Grad equations. Zbl 0756.76066
Gorban, Alexander N.; Karlin, Iliya V. |
|
1992
|
Systems with heredity and effects of selection. Zbl 0801.92014
Gorban’, A. N. |
|
1992
|
Quasi-equilibrium approximations and nonstandard expansions in the theory of the Boltzmann kinetic equation. Zbl 0820.76074
Gorban’, A. N.; Karlin, I. V. |
|
1992
|
Thermodynamic constraints and conditions for being quasithermodynamic in chemical kinetics. Zbl 0967.80503
Verbitskij, V. I.; Gorban’, A. N. |
|
1989
|