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dc.contributor.authorAmigo, Nicolás
dc.contributor.authorAquistapace, F.
dc.contributor.authorSayad, Saeid
dc.contributor.authorValencia, F.
dc.contributor.authorAlahyarizadeh, Ghasem
dc.contributor.authorBringa, E. M.
dc.date.accessioned2024-01-23T18:31:03Z
dc.date.available2024-01-23T18:31:03Z
dc.date.issued2024
dc.identifier.urihttp://repositorio.ucm.cl/handle/ucm/5211
dc.description.abstractIn this work, nanoindentation tests were performed on CuZr MGs subjected to thermal–pressure treatments using molecular dynamics simulations, with pressures in the range of 0 to 20 GPa. No significant variations in the mechanical properties were observed. However, in the 20 GPa sample, shear bands (SBs) penetrated slightly more homogeneously compared to the other cases. Furthermore, a novel machine learning algorithm, called MultiSOM, revealed that the contact zone with the indenter was associated to high-shear atoms, whereas the inner and outer regions of the SBs were related to medium-shear and low-shear atoms, respectively. The 20 GPa case presented larger fractions of low-shear atoms, whereas the opposite behavior occurred in the 0 GPa case. Thus, despite the slight variation in mechanical properties, higher pressures still result in less-localized deformation. Overall, our results provide a quantitative description of plasticity in MGs using machine learning methods.es_CL
dc.language.isoenes_CL
dc.rightsAtribución-NoComercial-SinDerivadas 3.0 Chile*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/cl/*
dc.sourceJournal of Non-Crystalline Solids, 626, 122789es_CL
dc.titleNanoindentation of CuZr metallic glasses subjected to thermal–pressure treatmentses_CL
dc.typeArticlees_CL
dc.ucm.facultadFacultad de Ciencias de la Ingenieríaes_CL
dc.ucm.indexacionScopuses_CL
dc.ucm.indexacionIsies_CL
dc.ucm.urisciencedirect.com/science/article/abs/pii/S0022309323006543?via%3Dihubes_CL
dc.ucm.doidoi.org/10.1016/j.jnoncrysol.2023.122789es_CL


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