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Computational statistical physics /

Bibliographic Details
Main Authors: Böttcher, Lucas (Author), Herrmann, Hans J. (Author)
Corporate Author: Cambridge University Press
Format: eBook
Language:English
Published: Cambridge, United Kingdom : Cambridge University Press, 2021.
Subjects:
Statistical physics > Data processing.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Part I. Stochastic Methods:
  • Random numbers
  • Random-geometrical models
  • Equilibrium systems
  • Monte-Carlo methods
  • Phase transitions
  • Cluster algorithms
  • Histogram methods
  • Renormalization group
  • Learning and optimizing
  • Parallelization
  • Non-equilibrium systems
  • Part II. Molecular dynamics:
  • Basic molecular dynamics
  • Optimizing molecular dynamics
  • Dynamics of composed particles
  • Long-range potentials
  • Canonical ensemble
  • Inelastic collisions in molecular dynamics
  • Event-driven molecular dynamics
  • Non-spherical particles
  • Contact dynamics
  • Discrete fluid models
  • Ab-initio simulations.