English

Thermal Transport by Electrons and Ions in Warm Dense Aluminum: A Combined Density Functional Theory and Deep Potential Study

Computational Physics 2024-06-19 v2 Disordered Systems and Neural Networks Other Condensed Matter

Abstract

We propose an efficient scheme, which combines density functional theory (DFT) with deep potentials (DP), to systematically study the convergence issues of the computed electronic thermal conductivity of warm dense Al (2.7 g/cm3^3, temperatures ranging from 0.5 to 5.0 eV) with respect to the number of kk-points, the number of atoms, the broadening parameter, the exchange-correlation functionals and the pseudopotentials. Furthermore, the ionic thermal conductivity is obtained by the Green-Kubo method in conjunction with DP molecular dynamics simulations, and we study the size effects in affecting the ionic thermal conductivity. This work demonstrates that the proposed method is efficient in evaluating both electronic and ionic thermal conductivities of materials.

Keywords

Cite

@article{arxiv.2009.08583,
  title  = {Thermal Transport by Electrons and Ions in Warm Dense Aluminum: A Combined Density Functional Theory and Deep Potential Study},
  author = {Qianrui Liu and Junyi Li and Mohan Chen},
  journal= {arXiv preprint arXiv:2009.08583},
  year   = {2024}
}