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Updated: May 23, 2026

Analyzing Melts and Fluids from Ab Initio Molecular Dynamics Simulations with the UMD Package
Published on: September 17, 2021
Density of states-based molecular simulations
Sadanand Singh1, Manan Chopra, Juan J de Pablo
1Department of Chemical and Biological Engineering, University of Wisconsin, Madison, WI 53706, USA.
Abstract:
One of the central problems in statistical mechanics is that of finding the density of states of a system. Knowledge of the density of states of a system is equivalent to knowledge of its fundamental equation, from which all thermodynamic quantities can be obtained. Over the past several years molecular simulations have made considerable strides in their ability to determine the density of states of complex fluids and materials. In this review we discuss some of the more promising approaches proposed in the recent literature along with their advantages and limitations.
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