Litcius/Paper detail

Automated free-energy calculation from atomistic simulations

Sarath Menon, Yury Lysogorskiy, Jutta Rogal, Ralf Drautz

2021Physical Review Materials33 citationsDOIOpen Access PDF

Abstract

We devise automated workflows for the calculation of Helmholtz and Gibbs free energies and their temperature and pressure dependence and provide the corresponding computational tools. We employ nonequilibrium thermodynamics for evaluating the free energy of solid and liquid phases at a given temperature and reversible scaling for computing free energies over a wide range of temperatures, including the direct integration of $P\text{\ensuremath{-}}T$ coexistence lines. By changing the chemistry and the interatomic potential, alchemical and upscaling free energy calculations are possible. Several examples illustrate the accuracy and efficiency of our implementation.

Topics & Concepts

Non-equilibrium thermodynamicsHelmholtz free energyScalingMaterials scienceThermodynamicsStatistical physicsGibbs free energyThermodynamic integrationRange (aeronautics)Energy (signal processing)Interatomic potentialMolecular dynamicsThermodynamic free energyAtmospheric temperature rangeMachine Learning in Materials SciencePhase Equilibria and ThermodynamicsAdvanced Physical and Chemical Molecular Interactions