Surveying an energy landscape

[摘要] We derive a formula that expresses the density of states of a system with continuous degrees of freedom as a function of microcanonical averages of squared gradient and Laplacian of the Hamiltonian. This result is then used to propose a novel flat-histogram Monte Carlo algorithm, which is tested on a three-dimensional system of interacting Lennard-Jones particles, the O(n) vector spin model on hypercubic lattices in D = 1 to 5 dimensions, and the O(3) Heisenberg model on a triangular lattice featuring frustration effects.

[发布日期] 2023-10-05

[关键词] density of states;microcanonical analysis;microcanonical temperature;spin temperature;Monte Carlo method;flat histogram Monte Carlo;Markov chain Monte Carlo methods;vector spin model