Adaptive Resolution Molecular Dynamics Simulation: Changing the Degrees of Freedom on the Fly
Matej Praprotnik, Luigi Delle Site, Kurt Kremer

TL;DR
This paper introduces an adaptive resolution technique for molecular dynamics that dynamically switches molecules between atomistic and coarse-grained representations, enabling efficient large-scale simulations with localized detail.
Contribution
The method allows molecules to change resolution levels on-the-fly during simulations, improving efficiency while maintaining statistical accuracy in multiscale MD systems.
Findings
Successfully tested on a liquid of tetrahedral molecules
Molecules switch resolution levels while preserving statistical properties
Enables large-scale simulations with localized atomistic detail
Abstract
We present a new adaptive resolution technique for efficient particle-based multiscale molecular dynamics (MD) simulations. The presented approach is tailor-made for molecular systems where atomistic resolution is required only in spatially localized domains whereas a lower mesoscopic level of detail is sufficient for the rest of the system. Our method allows an on-the-fly interchange between a given molecule's atomic and coarse-grained level of description, enabling us to reach large length and time scales while spatially retaining atomistic details of the system. The new approach is tested on a model system of a liquid of tetrahedral molecules. The simulation box is divided into two regions: one containing only atomistically resolved tetrahedral molecules, the other containing only one particle coarse-grained spherical molecules. The molecules can freely move between the two regions…
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.
