Coarse graining atomistic simulations of plastically deforming amorphous solids

Adam R. Hinkle, Chris H. Rycroft, Michael D. Shields, and Michael L. Falk
Phys. Rev. E 95, 053001 – Published 5 May 2017

Abstract

The primary mode of failure in disordered solids results from the formation and persistence of highly localized regions of large plastic strains known as shear bands. Continuum-level field theories capable of predicting this mechanical response rely upon an accurate representation of the initial and evolving states of the amorphous structure. We perform molecular dynamics simulations of a metallic glass and propose a methodology for coarse graining discrete, atomistic quantities, such as the potential energies of the elemental constituents. A strain criterion is established and used to distinguish the coarse-grained degrees-of-freedom inside the emerging shear band from those of the surrounding material. A signal-to-noise ratio provides a means of evaluating the strength of the signal of the shear band as a function of the coarse graining. Finally, we investigate the effect of different coarse graining length scales by comparing a two-dimensional, numerical implementation of the effective-temperature description in the shear transformation zone (STZ) theory with direct molecular dynamics simulations. These comparisons indicate the coarse graining length scale has a lower bound, above which there is a high level of agreement between the atomistics and the STZ theory, and below which the concept of effective temperature breaks down.

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  • Received 8 January 2017

DOI:https://doi.org/10.1103/PhysRevE.95.053001

©2017 American Physical Society

Physics Subject Headings (PhySH)

Condensed Matter, Materials & Applied PhysicsInterdisciplinary PhysicsStatistical Physics & ThermodynamicsPolymers & Soft Matter

Authors & Affiliations

Adam R. Hinkle1, Chris H. Rycroft2, Michael D. Shields1,3, and Michael L. Falk1,4,5

  • 1Department of Materials Science & Engineering, Johns Hopkins University, Baltimore, Maryland 21218, USA
  • 2Paulson School of Engineering & Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, USA
  • 3Department of Civil Engineering, Johns Hopkins University, Baltimore, Maryland 21218, USA
  • 4Department of Mechanical Engineering, Johns Hopkins University, Baltimore, Maryland 21218, USA
  • 5Department of Physics & Astronomy, Johns Hopkins University, Baltimore, Maryland 21218, USA

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Issue

Vol. 95, Iss. 5 — May 2017

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