Zobrazeno 1 - 10
of 21
pro vyhledávání: '"Mikeev, Linar"'
Autor:
Mikeev, Linar, Sandmann, Werner
Numerical solution of the chemical master equation for stochastic reaction networks typically suffers from the state space explosion problem due to the curse of dimensionality and from stiffness due to multiple time scales. The dimension of the state
Externí odkaz:
http://arxiv.org/abs/1907.10245
The stochastic dynamics of biochemical reaction networks can be accurately described by discrete-state Markov processes where each chemical reaction corresponds to a state transition of the process. Due to the largeness problem of the state space, an
Externí odkaz:
http://arxiv.org/abs/1410.3267
The classical problem of moments is addressed by the maximum entropy approach for one-dimensional discrete distributions. The numerical technique of adaptive support approximation is proposed to reconstruct the distributions in the region where the m
Externí odkaz:
http://arxiv.org/abs/1408.2653
We propose a numerical technique for parameter inference in Markov models of biological processes. Based on time-series data of a process we estimate the kinetic rate constants by maximizing the likelihood of the data. The computation of the likeliho
Externí odkaz:
http://arxiv.org/abs/1102.2819
Publikováno v:
EPTCS 57, 2011, pp. 1-15
This paper presents an on-the-fly uniformization technique for the analysis of time-inhomogeneous Markov population models. This technique is applicable to models with infinite state spaces and unbounded rates, which are, for instance, encountered in
Externí odkaz:
http://arxiv.org/abs/1006.4425
We present a numerical approximation technique for the analysis of continuous-time Markov chains that describe networks of biochemical reactions and play an important role in the stochastic modeling of biological systems. Our approach is based on the
Externí odkaz:
http://arxiv.org/abs/1005.0747
Autor:
Mikeev, Linar
Numerical solution of the chemical master equation for stochastic reaction networks typically suffers from the state space explosion problem due to the curse of dimensionality and from stiffness due to multiple time scales. The dimension of the state
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9888f146dbae8bde70434ae35021d5b5
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Publikováno v:
Hybrid Systems Biology: Fourth International Workshop, HSB 2015, Madrid, Spain, September 4-5, 2015. Revised Selected Papers; 2015, p141-155, 15p
Akademický článek
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