colabfit / data-lake

A repository to request ingestion of datasets to ColabFit
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[Dataset request]: AENET_amorphous_LiSi_JCP2021 #58

Open SoFarN opened 1 month ago

SoFarN commented 1 month ago

Name

Somayeh Faraji

Email

so.farajinafchi@ufl.edu

Dataset name

AENET_amorphous_LiSi_JCP2021

Authors

Michael S. Chen Tobias Morawietz Thomas E. Markland Nongnuch Artrith

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Dataset description

The amorphous LiSi data set comprises 45,169 atomic structures with compositions Li(x)Si (0.0≤x≤4.75) and the corresponding energies and interatomic forces, which were generated using an iterative approach based on an evolutionary algorithm and subsequent refinement, as described in detail in reference [15]. The data includes bulk, surface, and cluster structures with system sizes of up to 608 atoms. The energies and forces of the LiSi structures were obtained from DFT calculations using the Perdew-Burke-Ernzerhof [10] exchange-correlation functional and projector-augmented wave pseudopotentials [16], as implemented in the Vienna Ab-Initio Simulation Package (VASP) [17,18]. We employed a plane-wave basis set with an energy cutoff of 520 eV for the representation of the wavefunctions and a uniform gamma-centered k-point grid for the Brillouin zone integration, with a mesh density corresponding to a number of k points of at least 1000 divided by the number of atoms. The atomic positions and lattice parameters of all structures were optimized until residual forces were below 20 meV/Å.

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Energy field conjugate with forces

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gpwolfe commented 1 day ago

Dataset file not available for download; new backend now live, awaiting finished export scripts