“Learn on the Fly”: A Hybrid Classical and Quantum-Mechanical Molecular Dynamics Simulation

Gabor Csányi, T. Albaret, M. C. Payne, and A. De Vita
Phys. Rev. Lett. 93, 175503 – Published 19 October 2004

Abstract

We describe and test a novel molecular dynamics method which combines quantum-mechanical embedding and classical force model optimization into a unified scheme free of the boundary region, and the transferability problems which these techniques, taken separately, involve. The scheme is based on the idea of augmenting a unique, simple parametrized force model by incorporating in it, at run time, the quantum-mechanical information necessary to ensure accurate trajectories. The scheme is tested on a number of silicon systems composed of up to 200000 atoms.

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  • Received 18 May 2004

DOI:https://doi.org/10.1103/PhysRevLett.93.175503

©2004 American Physical Society

Authors & Affiliations

Gabor Csányi1, T. Albaret3, M. C. Payne1, and A. De Vita2,3

  • 1Cavendish Laboratory, Madingley Road, Cambridge, CB3 0HE, United Kingdom
  • 2Physics Department, King's College London, Strand, London WC2R 2LS, United Kingdom
  • 3INFM-DEMOCRITOS National Simulation Center and Center of Excellence for Nanostructured Materials (CENMAT), University of Trieste, Trieste, Italy

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Issue

Vol. 93, Iss. 17 — 22 October 2004

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