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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…

分子网络 · 定量生物学 2019-07-25 Linar Mikeev , Werner Sandmann

Chemical reactions inside cells occur in compartment volumes in the range of atto- to femtolitres. Physiological concentrations realized in such small volumes imply low copy numbers of interacting molecules with the consequence of…

统计力学 · 物理学 2011-07-26 Philipp Thomas , Arthur V. Straube , Ramon Grima

The detailed balance property is a fundamental property that must be satisfied in all the macroscopic systems with a well defined temperature at each point. On the other hand, many biochemical networks work in non-equilibrium conditions and…

经典分析与常微分方程 · 数学 2025-02-10 E. Franco , J. J. L. Velázquez

We study the problem of computing outer bounds for the region of steady states of biochemical reaction networks modelled by ordinary differential equations, with respect to parameters that are allowed to vary within a predefined region.…

分子网络 · 定量生物学 2009-05-06 Steffen Waldherr , Rolf Findeisen , Frank Allgöwer

A space discrete approximation to a highly nonlinear reaction-diffusion system endowed with a stochastic dynamical boundary condition is analyzed and the convergence of the discrete scheme to the solution to the corresponding continuum…

Stochastic models of chemical reaction networks are an important tool to describe and analyze noise effects in cell biology. When chemical species and reaction rates in a reaction system have different orders of magnitude, the associated…

概率论 · 数学 2020-09-15 German Enciso , Jinsu Kim

The goal of this paper is to gather and develop some necessary and sufficient criteria for injectivity and multistationarity in vector fields associated with a chemical reaction network under a variety of more or less general assumptions on…

动力系统 · 数学 2016-10-28 Murad Banaji , Casian Pantea

Reaction networks are systems in which the populations of a finite number of species evolve through predefined interactions. Such networks are found as modeling tools in many biological disciplines such as biochemistry, ecology,…

分子网络 · 定量生物学 2015-06-15 Ankit Gupta , Corentin Briat , Mustafa Khammash

The emergence of self-sustaining autocatalytic networks in chemical reaction systems has been studied as a possible mechanism for modelling how living systems first arose. It has been known for several decades that such networks will form…

分子网络 · 定量生物学 2020-11-24 Stuart Kauffman , Mike Steel

We consider Markov processes, which describe e.g. queueing network processes, in a random environment which influences the network by determining random breakdown of nodes, and the necessity of repair thereafter. Starting from an explicit…

概率论 · 数学 2015-03-03 H. Daduna , R. Szekli

Biochemical reaction systems may be viewed as discrete event processes characterized by a number of states and state transitions. These systems may be modeled as state transition systems with transitions representing individual reaction…

化学物理 · 物理学 2017-08-23 Scott M. Bugenhagen , Daniel A. Beard

When exposed to a thermal gradient, reaction networks can convert thermal energy into the chemical selection of states that would be unfavourable at equilibrium. The kinetics of reaction paths, and thus how fast they dissipate available…

统计力学 · 物理学 2021-09-01 Shiling Liang , Paolo De Los Rios , Daniel Maria Busiello

The combination of chain-mapping and tensor-network techniques provides a powerful tool for the numerically exact simulation of open quantum systems interacting with structured environments. However, these methods suffer from a quadratic…

量子物理 · 物理学 2024-11-26 Davide Ferracin , Andrea Smirne , Susana F. Huelga , Martin B. Plenio , Dario Tamascelli

There is empirical evidence from a range of disciplines that as the connectivity of a network increases, we observe an increase in the average fitness of the system. But at the same time, there is an increase in the proportion of…

适应与自组织系统 · 物理学 2009-11-11 Paul Ormerod , Rich Colbaugh

We study that the breakdown of epidemic depends on some parameters, that is expressed in epidemic reproduction ratio number. It is noted that when $R_0 $ exceeds 1, the stochastic model have two different results. But, eventually the…

统计理论 · 数学 2018-03-19 Kurnia Susvitasari

The metabolic network of a living cell involves several hundreds or thousands of interconnected biochemical reactions. Previous research has shown that under realistic conditions only a fraction of these reactions is concurrently active in…

分子网络 · 定量生物学 2012-06-06 Joo Sang Lee , Takashi Nishikawa , Adilson E. Motter

Biochemical oscillations are ubiquitous in nature and allow organisms to properly time their biological functions. In this paper, we consider minimal Markov state models of nonequilibrium biochemical networks that support oscillations. We…

统计力学 · 物理学 2020-02-04 Clara del Junco , Suriyanarayanan Vaikuntanathan

The extinction and persistence of infective individuals are closely related to the random change of the environment. In this paper, via the random/stochastic SIRS models, we analyze qualitatively and quantitatively the impact caused by the…

概率论 · 数学 2018-10-01 Jianhai Bao , Jinghai Shao

A branching process in a Markovian environment consists of an irreducible Markov chain on a set of "environments" together with an offspring distribution for each environment. At each time step the chain transitions to a new random…

概率论 · 数学 2021-06-22 Lila Greco , Lionel Levine

We present a model for evolution and extinction in large ecosystems. The model incorporates the effects of interactions between species and the influences of abiotic environmental factors. We study the properties of the model by approximate…

adap-org · 物理学 2008-02-03 Bruce W. Roberts , M. E. J. Newman