Skip to main content
Log in

Accelerated dynamics: Mathematical foundations and algorithmic improvements

  • Review
  • B. Bridging of Time Scales and Methods for Rare Events
  • Published:
The European Physical Journal Special Topics Aims and scope Submit manuscript

Abstract

We present a review of recent works on the mathematical analysis of algorithms which have been proposed by A.F. Voter and co-workers in the late nineties in order to efficiently generate long trajectories of metastable processes. These techniques have been successfully applied in many contexts, in particular in the field of materials science. The mathematical analysis we propose relies on the notion of quasi-stationary distribution.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. D. Aristoff, T. Lelièvre, SIAM Multiscale Model. Simul. 12, 290 (2014)

    Article  Google Scholar 

  2. D. Aristoff, T. Lelièvre, G. Simpson, AMRX 2, 332 (2014)

    Google Scholar 

  3. A. Binder, G. Simpson, T. Lelièvre, J. Comput. Phys. 284, 595 (2015)

    Article  MathSciNet  ADS  Google Scholar 

  4. P. Collet, S. Martínez, J. San Martín, Quasi-Stationary Distributions (Springer, 2013)

  5. O. Kum, B.M. Dickson, S.J. Stuart, B.P. Uberuaga, A.F. Voter, J. Chem. Phys. 121, 9808 (2004)

    Article  ADS  Google Scholar 

  6. C. Le Bris, T. Lelièvre, M. Luskin, D. Perez, Monte Carlo Methods Appl. 18, 119 (2012)

    MathSciNet  ADS  MATH  Google Scholar 

  7. T. Lelièvre, Two mathematical tools to analyze metastable stochastic processes, edited by Andrea Cangiani, Ruslan L. Davidchack, Emmanuil Georgoulis, Alexander N. Gorban, Jeremy Levesley, Michael V. Tretyakov, Numerical Mathematics and Advanced Applications 2011 (Springer, Berlin, Heidelberg, 2013), p. 791

  8. T. Lelièvre, F. Nier, Low temperature asymptotics for quasi-stationary distributions in a bounded domain. Analysis & PDE (2015) (to appear)

  9. T. Lelièvre, M. Rousset, G. Stoltz, Free energy computations: A Mathematical Perspective (Imperial College Press, 2010)

  10. R.A. Miron, K.A Fichthorn, J. Chem. Phys. 119, 6210 (2003)

    Article  ADS  Google Scholar 

  11. F. Nier, Boundary conditions and subelliptic estimates for geometric Kramers-Fokker-Planck operators on manifolds with boundaries, http://arxiv.org/abs/1309.5070 (2014)

  12. D. Perez, B.P. Uberuaga, A.F. Voter, Comput. Mater. Sci. 100, 90 (2015)

    Article  Google Scholar 

  13. M.R. Sorensen, A.F. Voter, J. Chem. Phys. 112, 9599 (2000)

    Article  ADS  Google Scholar 

  14. A.F. Voter, J. Chem. Phys. 106, 4665 (1997)

    Article  ADS  Google Scholar 

  15. A.F. Voter, Phys. Rev. B 57, 985 (1998)

    Article  Google Scholar 

  16. A.F. Voter, Radiation Effects in Solids, chapter Introduction to the Kinetic Monte Carlo Method (Springer, NATO Publishing Unit, 2005)

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to T. Lelièvre.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lelièvre, T. Accelerated dynamics: Mathematical foundations and algorithmic improvements. Eur. Phys. J. Spec. Top. 224, 2429–2444 (2015). https://doi.org/10.1140/epjst/e2015-02420-1

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1140/epjst/e2015-02420-1

Keywords

Navigation