2-6 octubre 2023
Universidad de los Andes / Universidad Nacional de Colombia
America/Bogota timezone

A review of the stochastic leapfrog thermostat for Langevin dynamics

5 oct. 2023 16:00
2h
Edificio 405 (Universidad Nacional de Colombia)

Edificio 405

Universidad Nacional de Colombia

Poster Statistical Physics Poster session

Ponente

Julian David Jimenez-Paz (Universidad Nacional de Colombia)

Descripción

In molecular dynamics simulations, thermostats are algorithms known for reproducing the canonical or NVT ensemble on a system of particles, i.e., they reproduce a given temperature in the system. In this work, we review a stochastic thermostat algorithm to reproduce Langevin dynamics according to the equation $\dot{v} = \frac{F}{m} - \gamma v + b\xi$ where $F$ is the total external force, $\gamma$ is the friction rate, and $\xi$ is a random variable with mean zero and no time correlation.

This algorithm is a modification to the classic leapfrog scheme, it adds the impulsive friction and noise terms $\Delta v = -fv + \sqrt{f(2-f)(k_B T/m)} \xi$ to velocity with $0\leq f\leq 1$ resulting in the convergence of $\langle v^2 \rangle$ to $k_B T/m$ therefore conserving the temperature. We show that this algorithm not only reproduces the correct average temperature, but it also preserves the canonical distribution of velocity throughout the time integration. Furthermore, we perform simulations to verify these claims by Ornstein-Uhlenbeck processes for different impulsive friction constants $f$ and corroborate its relationship with the friction rate to be $f=1-e^{-\gamma \Delta t}$.

Autor primario

Julian David Jimenez-Paz (Universidad Nacional de Colombia)

Materiales de la presentación

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