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Approximate solutions of the chemical master equation and the chemical Fokker-Planck equation are an important tool in the analysis of biomolecular reaction networks. Previous studies have highlighted a number of problems with the…

定量方法 · 定量生物学 2018-05-22 Leo Bronstein , Heinz Koeppl

A singularly perturbed linear system of second order ordinary differential equations of reaction-diffusion type with given boundary conditions is considered. The leading term of each equation is multiplied by a small positive parameter.…

数值分析 · 数学 2009-06-23 M. Paramasivam , S. Valarmathi , J. J. H. Miller

The application of the quasi-steady-state approximation to the Michaelis-Menten reaction embedded in large open chemical reaction networks is a popular model reduction technique in deterministic and stochastic simulations of biochemical…

统计力学 · 物理学 2013-05-28 Philipp Thomas , Arthur V. Straube , Ramon Grima

This paper studies the shallow Ritz method for solving one-dimensional diffusion-reaction problems. The method is capable of improving the order of approximation for non-smooth problems. By following a similar approach to the one presented…

数值分析 · 数学 2025-10-24 Zhiqiang Cai , Anastassia Doktorova , Robert D. Falgout , César Herrera

Diffusion within porous media, such as biological tissues, exhibits departures from conventional Fick's laws, which could result in space-fractional diffusion. The paper considers a reaction-diffusion system with two spatial compartments --…

综合数学 · 数学 2025-11-12 Dimiter Prodanov

A diffusion-limited annihilation process, A+B->0, with species initially separated in space is investigated. A heuristic argument suggests the form of the reaction rate in dimensions less or equal to the upper critical dimension $d_c=2$.…

凝聚态物理 · 物理学 2016-08-31 P. L. Krapivsky

This work reviews deterministic and diffusion approximations of the stochastic chemical reaction networks and explains their applications. We discuss the added value the diffusion approximation provides for systems with different phenomena,…

Computing reaction rates in biomolecular systems is a common goal of molecular dynamics simulations. The reactions considered often involve conformational changes in the molecule, either changes in the structure of a protein or the relative…

动力系统 · 数学 2013-07-03 Eric Darve , Ernest Ryu

Chemical reactions inside cells are generally considered to happen within fixed-size compartments. Needless to say, cells and their compartments are highly dynamic. Thus, such stringent assumptions may not reflect biochemical reality, and…

定量方法 · 定量生物学 2016-02-17 Atiyo Ghosh , Tatiana T. Marquez-Lago

A combination of reaction-diffusion models with moving-boundary problems yields a system in which the diffusion (spreading and penetration) and reaction (transformation) evolve the system's state and geometry over time. These systems can be…

计算工程、金融与科学 · 计算机科学 2020-08-26 Mojtaba Barzegari , Liesbet Geris

Rate-equation models are a widely-used and inexpensive tool for the simulation of interstellar chemistry under a range of physical conditions. However, their application to grain-surface chemical systems necessitates a number of simplifying…

星系天体物理 · 物理学 2017-05-24 Eric R. Willis , Robin T. Garrod

Stochastic reaction-diffusion models are employed to represent many complex physical, biological, societal, and ecological systems. The macroscopic reaction rates describing the large-scale kinetics in such systems are effective,…

生物物理 · 物理学 2024-07-22 Mohamed Swailem , Uwe C. Täuber

We study the long-time behavior of the solutions of a two-component reaction-diffusion system on the real line, which describes the basic chemical reaction $A <=> 2 B$. Assuming that the initial densities of the species $A, B$ are bounded…

偏微分方程分析 · 数学 2021-06-30 Thierry Gallay , Sinisa Slijepcevic

The reaction-diffusion equation is one of the cornerstones equations in applied science and engineering. In the present study, a deep neural network has been trained in order to predict the solution of the equation with different…

机器学习 · 计算机科学 2019-12-12 Amin Karimi Monsefi , Rana Bakhtiyarzade

In this paper we perform a formal asymptotic analysis on a kinetic model for reactive mixtures in order to derive a reaction-diffusion system of Maxwell-Stefan type. More specifically, we start from the kinetic model of simple reacting…

流体动力学 · 物理学 2019-11-20 Benjamin Anwasia , Patrícia Gonçalves , Ana Jacinta Soares

Reaction diffusion equations have been used to model a wide range of biological phenomenon related to population spread and proliferation from ecology to cancer. It is commonly assumed that individuals in a population have homogeneous…

动力系统 · 数学 2023-04-14 Kyle Nguyen , Erica M. Rutter , Kevin Flores

A molecule traveling in a realistic propagation environment can experience stochastic interactions with other molecules and the environment boundary. The statistical behavior of some isolated phenomena, such as dilute unbounded molecular…

化学物理 · 物理学 2015-05-20 Adam Noel , Karen C. Cheung , Robert Schober

We present a detailed theory for the total reaction rate constant of a composite core-shell nanoreactor, consisting of a central solid core surrounded by a hydrogel layer of variable thickness, where a given number of small catalytic…

The reaction-diffusion master equation (RDME) is a model that allows for efficient on-lattice simulation of spatially resolved stochastic chemical kinetics. Compared to off-lattice hard-sphere simulations with Brownian Dynamics (BD) or…

数值分析 · 数学 2017-09-06 Stefan Hellander , Andreas Hellander , Linda Petzold

Text-book concepts of diffusion- versus kinetic-control are well-defined for reaction-kinetics involving macroscopic concentrations of diffusive reactants that are adequately described by rate-constants -- the inverse of the…

化学物理 · 物理学 2019-11-05 Denis S. Grebenkov , Ralf Metzler , Gleb Oshanin