Accelerated nuclear quantum effects sampling with open path integrals
Guglielmo Mazzola, Matthias Troyer

TL;DR
This paper demonstrates that open path integral Monte Carlo simulations significantly reduce autocorrelation times in double well models, offering a faster approach to sampling nuclear quantum effects when the ground state approximation is valid.
Contribution
It introduces the use of open path integrals to accelerate nuclear quantum effects sampling, supported by theoretical explanation and numerical evidence.
Findings
Open path integrals reduce autocorrelation times in double well models.
Instantons act as transition states explaining the efficiency.
Applicable when ground state approximation holds.
Abstract
We numericaly demonstrate that, in double well models, the autocorrelation time of open path integral Monte Carlo simulations can be much smaller compared to standard ones using ring polymers. We also provide an intuitive explanation based on the role of instantons as transition states of the path integral pseudodynamics. Therefore we propose that, in all cases when the ground state approximation to the finite temperature partition function holds, open path integral simulations can be used to accelerate the sampling in realistic simulations aimed to explore nuclear quantum effects.
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.
Taxonomy
TopicsAdvanced NMR Techniques and Applications · Quantum, superfluid, helium dynamics · Nuclear reactor physics and engineering
