Molecular hyperdynamics coupled with the nonorthogonal tight-binding approach: Implementation and validation
Konstantin P. Katin, Konstantin S. Grishakov, Alexey I. Podlivaev,, Mikhail M. Maslov

TL;DR
This paper introduces a molecular hyperdynamics algorithm integrated with the nonorthogonal tight-binding model, enabling long-time simulations of atomic systems at low temperatures with high efficiency and accuracy, validated on C60 molecules.
Contribution
The paper presents a novel implementation of molecular hyperdynamics coupled with NTBM, allowing for extended time scale simulations without prior potential landscape information.
Findings
Achieves acceleration factors over 10^7 times compared to conventional MD.
Provides consistent results with traditional molecular dynamics.
Enables simulation of thermal-induced defects in large atomic systems.
Abstract
We present the molecular hyperdynamics algorithm and its implementation to the nonorthogonal tight-binding model NTBM and the corresponding software. Due to its multiscale structure, the proposed approach provides the long time scale simulations (more than 1 s), unavailable for conventional molecular dynamics. No preliminary information about the system potential landscape is needed for the use of this technique. The optimal interatomic potential modification is automatically derived from the previous simulation steps. The average time between adjusted potential energy fluctuations provides an accurate evaluation of physical time during the hyperdynamics simulation. The main application of the presented hyperdynamics method is the study of thermal-induced defects arising in the middle-sized or relatively large atomic systems at low temperatures. To validate the presented method, we…
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.
