HfNb_BCC_SolidSolution_128atoms_VASP6
- Lupo Pasini, Massimiliano | Oak Ridge National Laboratory
- Choi, Jong Youl | Oak Ridge National Laboratory
- Rogers, David | Oak Ridge National Laboratory
Overview
Description
We performed density functional theory (DFT) calculations for body-centered-cubic (BCC) structures with 128 lattices sites of solid solution binary alloys hafnium-niobium (Hf-Nb).
The electronic structures of alloys have been calculated using Vienna Ab initio Simulation Package (VASP). Within this package the DFT approach is used to reduce many-body Schrodinger equation to set of single particle Kohn-Sham (KS) equations. The generalized electronic exchange-correlation functional is described by generalized gradient approximation with the Perdew-Burke-Ernzerhof parametrization. The electron-ion interactions is described by pseudopotentials developed within the plane-wave basis projector augmented-wave (PAW) approach. These pseudopotentials are available at the VASP portal (http://cms.mpi.univie.ac.at/vasp/). Our calculations have been run with the pseudopotentials treating s and p semi-core states as valence in case for the elements Hf and Nb. The electronic densities and potentials are expanded over plane-waves with energy cutoff of 350 eV. 2x2x2 k-mesh and normal precision were used. The alloys were modeled by supercell containing 128 randomly distributed atoms. At initial step the atoms occupy perfect BCC lattice cites. This initial structure was optimized until energy changes less than 1e-6 eV, while forces acting on atoms don't exceed 1e-2 eV/angstrom. The electron-ion interaction is described by PAW pseudopotentials.
The calculations have been collected by sampling chemical compositions across the entire compositional range. The chemical compositions have been sampled by progressively changing the number of atoms per constituent by 4. For each chemical composition of binaries and ternaries, the first-principle calculations have been run for 100 randomized arrangements of the constituents on the BCC lattice sites. We collected data for a total of 3,029 randomized atomic structures over 31 chemical compositions. Further methodological and structural information is contained in the dataset README.txt file.
Funding resources
DOE contract number
AC05-00OR22725; AC02-05CH11231Originating research organization
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)Other contributing organizations
National Energy Research Scientific Computing Center (NERSC), Berkeley, CA (United States)Sponsoring organization
Office of Science (SC)Details
DOI
10.13139/ORNLNCCS/2569806Release date
June 25, 2025Dataset
Dataset type
ND Numeric DataSoftware
Python; PyTorch; PyTorch-Geometric, Atomic Simulation Environment (ASE)Other contract number(s)
NERSC ERCAP0031400Acknowledgements
Users should acknowledge the OLCF in all publications and presentations that speak to work performed on OLCF resources:
This work was carried out [in part] at Oak Ridge National Laboratory, managed by UT-Battelle, LLC for the U.S. Department of Energy under contract DE-AC05-00OR22725.
Category
- 74 ATOMIC AND MOLECULAR PHYSICS,
- 71 CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS,
- 75 CONDENSED MATTER PHYSICS, SUPERCONDUCTIVITY AND SUPERFLUIDITY,
- 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY,
- 36 MATERIALS SCIENCE
Keywords
- First Principles,
- Machine Learning,
- Solid Solution Alloys,
- Density Functional Theory