Generalized-Ensemble Algorithms for the Isobaric-Isothermal Ensemble
Yoshiharu Mori, Yuko Okamoto (Nagoya University)

TL;DR
This paper introduces new generalized-ensemble algorithms, including a simulated tempering method, for efficient conformational sampling in isobaric-isothermal molecular simulations of biomolecules.
Contribution
The paper proposes a novel simulated tempering algorithm for the isobaric-isothermal ensemble, expanding the toolkit for molecular simulation methods.
Findings
Algorithms effectively sample biomolecular conformations
Enhanced sampling efficiency demonstrated in alanine dipeptide simulations
All proposed methods are useful for conformational exploration
Abstract
We present generalized-ensemble algorithms for isobaric-isothermal molecular simulations. In addition to the multibaric-multithermal algorithm and replica-exchange method for the isobaric-isothermal ensemble, which have already been proposed, we propose a simulated tempering method for this ensemble. We performed molecular dynamics simulations with these algorithms for an alanine dipeptide system in explicit water molecules to test the effectiveness of the algorithms. We found that these generalized-ensemble algorithms are all useful for conformational sampling of biomolecular systems in the isobaric-isothermal ensemble.
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
TopicsProtein Structure and Dynamics · Metabolomics and Mass Spectrometry Studies · Spectroscopy and Quantum Chemical Studies
