Ab initio Green-Kubo simulations of heat transport in solids: Method and implementation
arXiv:2209.01139 · doi:10.1103/PhysRevB.107.224304
Abstract
Ab initio Green-Kubo (aiGK) simulations of heat transport in solids allow for assessing lattice thermal conductivity in anharmonic or complex materials from first principles. In this work, we present a detailed account of their practical application and evaluation with an emphasis on noise reduction and finite-size corrections in semiconductors and insulators. To account for such corrections, we propose strategies in which all necessary numerical parameters are chosen based on the dynamical properties displayed during molecular dynamics simulations in order to minimize manual intervention. This paves the way for applying the aiGK method in semi-automated and high-throughput frameworks. The proposed strategies are presented and demonstrated for computing the lattice thermal conductivity at room temperature in the mildly anharmonic periclase MgO, and for the strongly anharmonic marshite CuI.
13 pages, 9 figures
References in corpus (12)
- Restoring the density-gradient expansion for exchange in solids and surfaces
- Generalized gradient approximation for solids and their surfaces
- Distribution of phonon lifetime in Brillouin zone
- Neuroevolution machine learning potentials: Combining high accuracy and low cost in atomistic simulations and application to heat transport
- Many-body Green's function approach to lattice thermal transport
- First-principles calculations of phonon frequencies, lifetimes and spectral functions from weak to strong anharmonicity: the example of palladium hydrides
- Anharmonicity Measure for Materials
- Thermal conductivity of MgO, MgSiO3 perovskite and post-perovskite in the Earth's deep mantle
- Anharmonicity in Thermal Insulators: An Analysis from First Principles
- Heat and charge transport in HO at ice-giant conditions from ab initio molecular dynamics simulations
- Nonequilibrium Green-Kubo relations for hydrodynamic transport from an equilibrium-like fluctuation-response equality
- Nuclear quantum effects in thermal conductivity from centroid molecular dynamics
Cited by in corpus (7)
- Molecular dynamics simulations of heat transport using machine-learned potentials: A mini review and tutorial on GPUMD with neuroevolution potentials
- Anharmonicity in Thermal Insulators: An Analysis from First Principles
- Heat flux for semi-local machine-learning potentials
- Stress and heat flux via automatic differentiation
- Thermal conductivity of LiPS solid electrolytes with ab initio accuracy
- STable AutoCorrelation Integral Estimator (STACIE): Robust and accurate transport properties from molecular dynamics simulations
- Tuning Thermal Conductivity and Electron-Phonon Interactions in Carbon and Boron Nitride Moiré Diamanes via Twist Angle Manipulation