Abstract

The quasicontinuum (QC) method was originally introduced to bridge across length scales by coarse-graining an atomistic ensemble to significantly larger continuum scales at zero temperature, thus overcoming the crucial length-scale limitation of classical atomic-scale simulation techniques while solely relying on atomic-scale input (in the form of interatomic potentials). An associated challenge lies in bridging across time scales to overcome the time-scale limitations of atomistics at finite temperature. To address the biggest challenge, bridging across both length and time scales, only a few techniques exist, and most of those are limited to conditions of constant temperature. Here, we present a new general strategy for the space–time coarsening of an atomistic ensemble, which introduces thermomechanical coupling. Specifically, we evolve the statistics of an atomistic ensemble in phase space over time by applying the Liouville equation to an approximation of the ensemble’s probability distribution (which further admits a variational formulation). To this end, we approximate a crystalline solid as a lattice of lumped correlated Gaussian phase packets occupying atomic lattice sites, and we investigate the resulting quasistatics and dynamics of the system. By definition, phase packets account for the dynamics of crystalline lattices at finite temperature through the statistical variances of atomic momenta and positions. We show that momentum–space correlation allows for an exchange between potential and kinetic contributions to the crystal’s Hamiltonian. Consequently, local adiabatic heating due to atomic site motion is captured. Moreover, in the quasistatic limit, the governing equations reduce to the minimization of thermodynamic potentials (similar to maximum-entropy formulation previously introduced for finite-temperature QC), and they yield the local equation of state, which we derive for isothermal, isobaric, and isentropic conditions. Since our formulation without interatomic correlations precludes irreversible heat transport, we demonstrate its combination with thermal transport models to describe realistic atomic-level processes, and we discuss opportunities for capturing atomic-level thermal transport by including interatomic correlations in the Gaussian phase packet formulation. Overall, our Gaussian phase packet approach offers a promising avenue for finite-temperature non-equilibrium quasicontinuum techniques, which may be combined with thermal transport models and extended to other approximations of the probability distribution as well as to exploit the variational structure.

Highlights

  • Crystalline solids exhibit physical and chemical transport phenomena across wide ranges of length and time scales

  • We here present a similar nonequilibrium finite-temperature formulation which approximates the global distribution function of the ensemble based on Gaussian Phase Packets (GPP), which is a different ansatz from the max-ent one and exhibits time evolution governed by the Liouville equation

  • We have presented a Gaussian phase packets-based (GPP-based) formulation of finite-temperature equilibrium and nonequilibrium thermomechanics applied to atomistic systems

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Summary

Introduction

Crystalline solids exhibit physical and chemical transport phenomena across wide ranges of length and time scales. We here present a similar nonequilibrium finite-temperature formulation which approximates the global distribution function of the ensemble based on Gaussian Phase Packets (GPP), which is a different ansatz from the max-ent one and exhibits time evolution governed by the Liouville equation. Our GPP approach under the quasistatic approximation resembles quasistatic max-ent (Kulkarni et al, 2008; Venturini et al, 2014), our correlated Gaussian ansatz highlights the physical significance of assuming vanishing cross-correlations across all degrees of freedom It emphasizes the need for additional thermodynamic assumptions required for modeling the thermomechanical deformation of the crystal, due to the loss of knowledge of the temporal evolution of the correlations.

Nonequilibrium thermodynamics of Gaussian phase packets
Hamiltonian dynamics
Variational structure and weak formulation of the Liouville equation
Crystal lattice of Gaussian phase packets
Independent Gaussian phase packets
Dynamics and quasistatics of independent GPPs
Dynamics
Quasistatics and thermal equation of state
Helmholtz free energy minimization
Isothermal validation: thermal expansion of a Cu single-crystal
Isentropic validation: elastic constants of a Cu single-crystal
Linear Onsager kinetics
Algorithmic implementation
Updated-Lagrangian QC implementation
Thermal effects on the shear activation of dislocations
Thermal effects on nanoindentation of copper
Findings
Conclusion and discussion
Full Text
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