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glassDef dataset: metallic glass deformation

Authors: Kamran Karimi; Amin Esfandiarpour; Rene Alvarez-Donado; Mikko J. Alava; Stefanos Papanikolaou;

glassDef dataset: metallic glass deformation

Abstract

The glassDef dataset contains a set of text-based LAMMPS dump files corresponding to shear deformation tests on different bulk metallic glasses. This includes FeNi, CoNiFe, CoNiCrFe, CoCrFeMn, CoNiCrFeMn, and Co5Cr2Fe40Mn27Ni26 amorphous alloys with data files that exist in relevant subdirectories. Each dump file corresponds to multiple realizations and includes the dimensions of the simulation box as well as atom coordinates, the atom ID, and associated type of nearly 50,000 atoms. Load glassDef Dataset in Python The glassDef dataset may be loaded in Python into Pandas DataFrame. To go into the relevant subdirectory, run cd glass{glass_name}/Run[0-3]/ where “glass_name” denotes the chemical composition. Each subdirectory contains at least three glass realizations within subfolders that are labeled as “Run[0-3]”. > cd glassFeNi/Run0; python > import pandas > df = pandas.read_csv("FeNi_glass.dump",skiprows=9) One may display an assigned DataFrame in the form of a table: > df.head() To learn more about further analyses performed on the loaded data, please refer to the paper cited below. glassDef Dataset Structure glassDef Data Fields Dump files: “id”, “type”, “x”, “y”, “z”. glassDef Dataset Description Paper: Karimi, Kamran, Amin Esfandiarpour, René Alvarez-Donado, Mikko J. Alava, and Stefanos Papanikolaou. "Shear banding instability in multicomponent metallic glasses: Interplay of composition and short-range order." Physical Review B 105, no. 9 (2022): 094117. Contact: kamran.karimi@ncbj.gov.pl

Keywords

atom properties, metallic glass, shear deformation, LAMMPS

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average