A Review of Monte Carlo Simulations of Polymers with PERM View Full Text


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Article Info

DATE

2011-08

AUTHORS

Hsiao-Ping Hsu, Peter Grassberger

ABSTRACT

In this review, we describe applications of the pruned-enriched Rosenbluth method (PERM), a sequential Monte Carlo algorithm with resampling, to various problems in polymer physics. PERM produces samples according to any given prescribed weight distribution, by growing configurations step by step with controlled bias, and correcting “bad” configurations by “population control”. The latter is implemented, in contrast to other population based algorithms like e.g. genetic algorithms, by depth-first recursion which avoids storing all members of the population at the same time in computer memory. The problems we discuss all concern single polymers (with one exception), but under various conditions: Homopolymers in good solvents and at the Θ point, semi-stiff polymers, polymers in confining geometries, stretched polymers undergoing a forced globule-linear transition, star polymers, bottle brushes, lattice animals as a model for randomly branched polymers, DNA melting, and finally—as the only system at low temperatures, lattice heteropolymers as simple models for protein folding. PERM is for some of these problems the method of choice, but it can also fail. We discuss how to recognize when a result is reliable, and we discuss also some types of bias that can be crucial in guiding the growth into the right directions. More... »

PAGES

597

References to SciGraph publications

  • 2004-05. Poland–Scheraga Models and the DNA Denaturation Transition in JOURNAL OF STATISTICAL PHYSICS
  • 1995-08. Critical exponents, hyperscaling, and universal amplitude ratios for two- and three-dimensional self-avoiding walks in JOURNAL OF STATISTICAL PHYSICS
  • 1988-01. The pivot algorithm: A highly efficient Monte Carlo method for the self-avoiding walk in JOURNAL OF STATISTICAL PHYSICS
  • 2003-06-18. Counting Polyominoes: A Parallel Implementation for Cluster Computing in COMPUTATIONAL SCIENCE — ICCS 2003
  • 1998. Random walks in polymer physics in FIELD THEORETICAL TOOLS FOR POLYMER AND PARTICLE PHYSICS
  • 1997-12. Phase Transitions of Single Semistiff Polymer Chains in JOURNAL OF STATISTICAL PHYSICS
  • 1998-06. A polymer chain trapped between two parallel repulsive walls: A Monte-Carlo test of scaling behavior in THE EUROPEAN PHYSICAL JOURNAL B
  • 2002. ‘Go with the Winners’ Simulations in COMPUTATIONAL STATISTICAL PHYSICS
  • 2003-11. 2-Dimensional polymers confined in a strip in THE EUROPEAN PHYSICAL JOURNAL B
  • 1998-03. Two-Dimensional Oriented Self-Avoiding Walks with Parallel Contacts in JOURNAL OF STATISTICAL PHYSICS
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/s10955-011-0268-x

    DOI

    http://dx.doi.org/10.1007/s10955-011-0268-x

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1053129825


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