Molecular
dynamics simulations were performed for the prediction
of the finite-size effects of Maxwell-Stefan diffusion coefficients
of molecular mixtures and a wide variety of binary Lennard–Jones
systems. A strong dependency of computed diffusivities on the system
size was observed. Computed diffusivities were found to increase with
the number of molecules. We propose a correction for the extrapolation
of Maxwell–Stefan diffusion coefficients to the thermodynamic
limit, based on the study by Yeh and Hummer (J. Phys. Chem. B20041081587315879). The proposed correction is a function of the viscosity
of the system, the size of the simulation box, and the thermodynamic
factor, which is a measure for the nonideality of the mixture. Verification
is carried out for more than 200 distinct binary Lennard–Jones
systems, as well as 9 binary systems of methanol, water, ethanol,
acetone, methylamine, and carbon tetrachloride. Significant deviations
between finite-size Maxwell–Stefan diffusivities and the corresponding
diffusivities at the thermodynamic limit were found for mixtures close
to demixing. In these cases, the finite-size correction can be even
larger than the simulated (finite-size) Maxwell–Stefan diffusivity.
Our results show that considering these finite-size effects is crucial
and that the suggested correction allows for reliable computations.
We present a new plugin for LAMMPS
for on-the-fly computation of
transport properties (OCTP) in equilibrium molecular dynamics. OCTP
computes the self- and Maxwell–Stefan diffusivities, bulk and
shear viscosities, and thermal conductivities of pure fluids and mixtures
in a single simulation. OCTP is the first implementation in LAMMPS
that uses the Einstein relations combined with the order-n algorithm for the efficient sampling of dynamic variables. OCTP
has low computational requirements and is easy to use because it follows
the native input file format of LAMMPS. A tool for calculating the
radial distribution function (RDF) of the fluid beyond the cutoff
radius, while taking into account the system size effects, is also
part of the new plugin. The RDFs computed from OCTP are needed to
obtain the thermodynamic factor, which relates Maxwell–Stefan
and Fick diffusivities. To demonstrate the efficiency of the new plugin,
the transport properties of an equimolar mixture of water–methanol
were computed at 298 K and 1 bar.
The number of molecules used in a typical Molecular Dynamics (MD) simulations is orders of magnitude lower than in the thermodynamic limit. It is therefore essential to correct diffusivities computed from Molecular Dynamics simulations for finite-size effects. We present a comprehensive review on finitesize effects of diffusion coefficients by considering self-, Maxwell-Stefan, and Fick diffusion coefficients in pure liquids, as well as binary, ternary, and quaternary mixtures. All finite-size corrections, both analytical and empirical, are discussed in detail. The finite-size effects of rotational and confined diffusion are also briefly discussed.
A method is proposed for calculating
the shear viscosity of a liquid
from finite-size effects of self-diffusion coefficients in Molecular
Dynamics simulations. This method uses the difference in the self-diffusivities,
computed from at least two system sizes, and an analytic equation
to calculate the shear viscosity. To enable the efficient use of this
method, a set of guidelines is developed. The most efficient number
of system sizes is two and the large system is at least four times
the small system. The number of independent simulations for each system
size should be assigned in such a way that 50%–70% of the total
available computational resources are allocated to the large system.
We verified the method for
250 binary and 26 ternary Lennard-Jones systems, pure water, and an
ionic liquid ([Bmim][Tf2N]). The computed shear viscosities
are in good agreement with viscosities obtained from equilibrium Molecular
Dynamics simulations for all liquid systems far from the critical
point. Our results indicate that the proposed method is suitable for
multicomponent mixtures and highly viscous liquids. This may enable
the systematic screening of the viscosities of ionic liquids and deep
eutectic solvents.
The system-size dependence
of computed mutual diffusion coefficients
of multicomponent mixtures is investigated, and a generalized correction
term is derived. The generalized finite-size correction term was validated
for the ternary molecular mixture chloroform/acetone/methanol as well
as 28 ternary LJ systems. It is shown that only the diagonal elements of the Fick matrix
show system-size dependency. The finite-size effects of these elements
can be corrected by adding the term derived by Yeh and Hummer (J. Phys. Chem. B
2004, 108, 15873–15879). By performing an eigenvalue analysis of the
finite-size effects of the matrix of Fick diffusivities we show that
the eigenvector matrix of Fick diffusivities does not depend on the
size of the simulation box. Only eigenvalues, which describe the speed
of diffusion, depend on the size of the system. An analytic relation
for finite-size effects of the matrix of Maxwell–Stefan diffusivities
was developed. All Maxwell–Stefan diffusivities depend on the
system size, and the required correction depends on the matrix of
thermodynamic factors.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.