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Stochastic simulation of chemical kinetics
DT Gillespie - Annu. Rev. Phys. Chem., 2007 - annualreviews.org
Stochastic chemical kinetics describes the time evolution of a well-stirred chemically
reacting system in a way that takes into account the fact that molecules come in whole …
reacting system in a way that takes into account the fact that molecules come in whole …
An overview of spatial microscopic and accelerated kinetic Monte Carlo methods
The microscopic spatial kinetic Monte Carlo (KMC) method has been employed extensively
in materials modeling. In this review paper, we focus on different traditional and multiscale …
in materials modeling. In this review paper, we focus on different traditional and multiscale …
[BOK][B] Monte Carlo simulation in statistical physics
K Binder, DW Heermann, K Binder - 1992 - Springer
Roughly at the time (1987) when the manuscript for the first three chapters of the present
book was completed, several breakthroughs occurred. They had a profound influence on the …
book was completed, several breakthroughs occurred. They had a profound influence on the …
COPASI—a complex pathway simulator
Motivation: Simulation and modeling is becoming a standard approach to understand
complex biochemical processes. Therefore, there is a big need for software tools that allow …
complex biochemical processes. Therefore, there is a big need for software tools that allow …
Efficient step size selection for the tau-lea** simulation method
The tau-lea** method of simulating the stochastic time evolution of a well-stirred
chemically reacting system uses a Poisson approximation to take time steps that leap over …
chemically reacting system uses a Poisson approximation to take time steps that leap over …
Perspective: Stochastic algorithms for chemical kinetics
We outline our perspective on stochastic chemical kinetics, paying particular attention to
numerical simulation algorithms. We first focus on dilute, well-mixed systems, whose …
numerical simulation algorithms. We first focus on dilute, well-mixed systems, whose …
Stochastic population dynamics in spatially extended predator–prey systems
Spatially extended population dynamics models that incorporate demographic noise serve
as case studies for the crucial role of fluctuations and correlations in biological systems …
as case studies for the crucial role of fluctuations and correlations in biological systems …
Approximate moment dynamics for chemically reacting systems
In the stochastic formulation of chemical kinetics, the differential equation that describes the
time evolution of the lower-order statistical moments for the number of molecules of the …
time evolution of the lower-order statistical moments for the number of molecules of the …
Accurate hybrid stochastic simulation of a system of coupled chemical or biochemical reactions
With the observation that biological systems are inherently stochastic, 1 the topic of
stochastic chemical kinetics has received wider interest. 2–9 By representing the chemically …
stochastic chemical kinetics has received wider interest. 2–9 By representing the chemically …
Gillespie-driven kinetic Monte Carlo algorithms to model events for bulk or solution (bio) chemical systems containing elemental and distributed species
Stochastic modeling techniques have emerged as a powerful tool to study the time evolution
of processes in many research fields including (bio) chemical engineering and biology. One …
of processes in many research fields including (bio) chemical engineering and biology. One …