Ab initio Monte Carlo simulations for finite-temperature properties: Application to lithium clusters and bulk liquid lithium
Sanwu Wang, Steven J. Mitchell, and Per Arne Rikvold

TL;DR
This paper demonstrates that ab initio Monte Carlo simulations can accurately determine the finite-temperature properties of lithium systems, offering a computationally efficient alternative to molecular dynamics.
Contribution
It introduces a method combining ab initio calculations with Monte Carlo simulations to study finite-temperature properties of lithium clusters and bulk liquid lithium.
Findings
Structural properties agree with experimental data
Method is computationally comparable to molecular dynamics
Feasible for large condensed-matter systems at nonzero temperatures
Abstract
Ab initio Monte Carlo simulations have been performed to determine the equilibrium properties of liquid lithium and lithium clusters at different temperatures. First-principles density-functional methods were employed to calculate the potential-energy change for each proposed change of configuration, which was then accepted or rejected according to the Metropolis Monte Carlo scheme. The resulting structural properties are compared to data from experimental measurements and ab initio molecular dynamics simulations. It is shown that accurate structural information can be obtained with ab initio Monte Carlo simulations at computational costs comparable to ab initio molecular dynamics methods. We demonstrate that ab initio Monte Carlo simulations for the properties of fairly large condensed-matter systems at nonzero temperatures are feasible.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
