Stochastic simulation | Monte Carlo methods

Kinetic Monte Carlo

The kinetic Monte Carlo (KMC) method is a Monte Carlo method computer simulation intended to simulate the time evolution of some processes occurring in nature. Typically these are processes that occur with known transition rates among states. It is important to understand that these rates are inputs to the KMC algorithm, the method itself cannot predict them. The KMC method is essentially the same as the dynamic Monte Carlo method and the Gillespie algorithm. (Wikipedia).

Kinetic Monte Carlo
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Related pages

Dynamic Monte Carlo method | Monte Carlo method | Detailed balance | Ising model | Quasi-stationary distribution | Gillespie algorithm | Poisson distribution | Langevin dynamics