Physical Review E · 2011 · 63 citations · 11 references
EngineeringComputer SciencePhysicsChemical KineticsStochastic ModelingStochastic ProcessesComputational ModelingMarkov ChainsMarkov ProcessesMonte Carlo MethodsMonte Carlo SimulationStatistical MechanicsContinuous-time Markov ChainsKinetic Monte CarloKinetic Monte Carlo ModelingKinetic Monte Carlo Simulation
We rigorously establish a physical time scale for a general class of kinetic Monte Carlo algorithms for the simulation of continuous-time Markov chains. This class of algorithms encompasses rejection-free (or BKL) and rejection (or "standard") algorithms. For rejection algorithms, it was formerly considered that the availability of a physical time scale (instead of Monte Carlo steps) was empirical, at best. Use of Monte Carlo steps as a time unit now becomes completely unnecessary.
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