InverseStatMech.jl

Efficient inverse statistical mechanical algorithms to generate effective potentials or configurations from pair correlation functions or structure factors.
Author Arrondissement5etDemi
Popularity
8 Stars
Updated Last
29 Days Ago
Started In
June 2023

InverseStatMech.jl

Efficient inverse statistical mechanical algorithms to generate effective potentials or configurations from pair correlation functions or structure factors.

Package Features

  • Solves Ornstein-Zernike equations to find approximate potentials for given target g_2(r) and S(k), supports the following closures:
    • Potential of mean force
    • Mean field approximation
    • Hypernetted chain
    • Percus-Yevick
  • Torquato-Wang algorithm (Torquato and Wang, PRE 2020) to find optimized parametrized potentials given target g_2(r) and S(k)
  • Iterative Boltzmann Inversion (Soper, Chem. Phys. 1996) to find optimimzed binned potentials given target g_2(r)
  • Reverse Monte-Carlo algorithm (McGreevy, J. Phys. Cond. Matter 2001) to find configuration that match target g_2(r)
  • More to come!

Documentation

Please click here.