4.5 Article

DFTTK: Density Functional Theory ToolKit for high-throughput lattice dynamics calculations

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.calphad.2021.102355

关键词

DFT; Phonon; High-throughput; Thermodynamics; Python; Software

资金

  1. Department of Energy (DOE) [DE-AR0001435, DE-EE0008456, DE-FE0031553, DE-NE0008757, DE-NE0008945, DE-SC0020147]
  2. Computational Materials Sciences Program - DOE, Office of Science, Basic Energy Sciences [DE-SC0020145]
  3. National Science Foundation (NSF) [CMMI-1825538, CMMI-2050069]
  4. Office of Naval Research (ONR) [N00014-17-1-2567, N00014-21-1-2608]
  5. NASA Space Technology Research Fellowship [80NSSC18K1168]
  6. DOE Office of Science User Facility [DE-AC02-05CH11231]
  7. NSF [ACI-1548562]
  8. U.S. Department of Energy (DOE) [DE-SC0020147] Funding Source: U.S. Department of Energy (DOE)

向作者/读者索取更多资源

This work presents a Python software package called DFTTK for high-throughput first-principles calculations of thermodynamic properties at finite temperatures. It integrates decades of experience in theoretical methods and computational software development, with task submissions supported on major operating systems and task executions on high-performance computing environments. The DFTTK package distribution includes examples of calculations for various thermodynamic properties of different chemical phases and compositions.
In this work, we present a software package in Python for high-throughput first-principles calculations of thermodynamic properties at finite temperatures, which we refer to as DFTTK (Density Functional Theory ToolKit). DFTTK is based on the atomate package and integrates our experiences in the last decades on the development of theoretical methods and computational softwares. It includes task submissions on all major operating systems and task executions on high-performance computing environments. The distribution of the DFTTK package comes with examples of calculations of phonon density of states, heat capacity, entropy, enthalpy, and free energy under the quasi-harmonic phonon scheme for the stoichiometric phases of Al, Ni, Al3Ni, AlNi, AlNi3, Al3Ni4, and Al3Ni5, and the fcc solution phases treated using the special quasirandom structures at the compositions of Al3Ni, AlNi, and AlNi3.

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