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We are concerned with polynomial ordinary differential systems that arise from modelling chemical reaction networks. For such systems, which may be of high dimension and may depend on many parameters, it is frequently of interest to obtain…

动力系统 · 数学 2022-09-28 Elisenda Feliu , Sebastian Walcher , Carsten Wiuf

We establish that mass conserving single terminal-linkage networks of chemical reactions admit positive steady states regardless of network deficiency and the choice of reaction rate constants. This result holds for closed systems without…

分子网络 · 定量生物学 2015-03-19 Santiago Akle , Onkar Dalal , Ronan M. T. Fleming , Michael Saunders , Nicole Taheri , Yinyu Ye

A stochastic model for a chemical reaction network is embedded in a one-parameter family of models with species numbers and rate constants scaled by powers of the parameter. A systematic approach is developed for determining appropriate…

概率论 · 数学 2010-11-09 Hye-Won Kang , Thomas G. Kurtz

Dynamical system models of complex biochemical reaction networks are usually high-dimensional, nonlinear, and contain many unknown parameters. In some cases the reaction network structure dictates that positive equilibria must be unique for…

动力系统 · 数学 2008-09-09 Gheorghe Craciun , J. William Helton , Ruth J. Williams

We consider stochastic reaction networks modeled by continuous-time Markov chains. Such reaction networks often contain many reactions, potentially occurring at different time scales, and have unknown parameters (kinetic rates, total…

概率论 · 数学 2023-02-20 Linard Hoessly , Carsten Wiuf

Thermodynamic constraints on reactions directions are inherent in the structure of a given biochemical network. However, concrete procedures for determining feasible reaction directions for large-scale metabolic networks are not well…

分子网络 · 定量生物学 2007-05-23 Feng Yang , Feng Qi , Daniel A. Beard

Chemical reaction network theory is a powerful framework to describe and analyze chemical systems. While much about the concentration profile in an equilibrium state can be determined in terms of the graph structure, the overall reaction's…

分子网络 · 定量生物学 2024-02-29 Tomoharu Suda

Here we focus on the challenge of verifying the correctness of molecular implementations of abstract chemical reaction networks, where operation in a well-mixed "soup" of molecules is stochastic, asynchronous, concurrent, and often involves…

计算工程、金融与科学 · 计算机科学 2019-10-01 Seung Woo Shin , Chris Thachuk , Erik Winfree

Linear conjugacy offers a new perspective to broaden the scope of stable biochemical reaction networks to the systems linearly conjugated to the well-established complex balanced mass action systems ($\ell$cCBMASs). This paper addresses the…

动力系统 · 数学 2024-05-27 Xiaoyu Zhang , Shibo He , Chuanhou Gao , Denis Dochain

A natural condition on the structure of the underlying chemical reaction network, namely weak reversibility, is shown to guarantee the existence of an equilibrium (steady state) in each positive stoichiometric compatibility class for the…

定量方法 · 定量生物学 2011-11-14 Jian Deng , Christopher Jones , Martin Feinberg , Adrian Nachman

Biochemical reaction networks frequently consist of species evolving on multiple timescales. Stochastic simulations of such networks are often computationally challenging and therefore various methods have been developed to obtain sensible…

分子网络 · 定量生物学 2017-04-20 Jae Kyoung Kim , Grzegorz A. Rempala , Hye-Won Kang

We describe a large class of chemical reaction networks, those endowed with a subtle structural property called concordance. We show that the class of concordant networks coincides precisely with the class of networks which, when taken with…

分子网络 · 定量生物学 2011-09-15 Guy Shinar , Martin Feinberg

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

Biochemical networks are used in computational biology, to model the static and dynamical details of systems involved in cell signaling, metabolism, and regulation of gene expression. Parametric and structural uncertainty, as well as…

分子网络 · 定量生物学 2014-10-15 Ovidiu Radulescu , Alexander N. Gorban , Andrei Zinovyev , Vincent Noel

Retrosynthesis is one of the fundamental problems in organic chemistry. The task is to identify reactants that can be used to synthesize a specified product molecule. Recently, computer-aided retrosynthesis is finding renewed interest from…

机器学习 · 计算机科学 2020-01-07 Hanjun Dai , Chengtao Li , Connor W. Coley , Bo Dai , Le Song

The construction of a reaction network containing all relevant intermediates and elementary reactions is necessary for the accurate description of chemical processes. In the case of a complex chemical reaction (involving, for instance, many…

化学物理 · 物理学 2017-12-19 Gregor N. Simm , Markus Reiher

Delay differential equations are used as a model when the effect of past states has to be taken into account. In this work we consider delay models of chemical reaction networks with mass action kinetics. We obtain a sufficient condition…

动力系统 · 数学 2020-06-05 Gheorghe Craciun , Maya Mincheva , Casian Pantea , Polly Y. Yu

The metabolism is the motor behind the biological complexity of an organism. One problem of characterizing its large-scale structure is that it is hard to know what to compare it to. All chemical reaction systems are shaped by the same…

分子网络 · 定量生物学 2011-05-10 Petter Holme , Mikael Huss , Sang Hoon Lee

Mass-action kinetics is frequently used in systems biology to model the behaviour of interacting chemical species. Many important dynamical properties are known to hold for such systems if they are weakly reversible and have a low…

动力系统 · 数学 2014-07-15 Matthew D. Johnston , David Siegel , Gábor Szederkényi

The steady-state degree of a chemical reaction network is the number of complex steady-states, which is a measure of the algebraic complexity of solving the steady-state system. In general, the steady-state degree may be difficult to…

组合数学 · 数学 2020-04-27 Elizabeth Gross , Cvetelina Hill