Mesoscopic and multiscale modelling in materials

J Fish, GJ Wagner, S Keten - Nature materials, 2021 - nature.com
The concept of multiscale modelling has emerged over the last few decades to describe
procedures that seek to simulate continuum-scale behaviour using information gleaned from …

A review of local-to-nonlocal coupling methods in nonlocal diffusion and nonlocal mechanics

M D'Elia, X Li, P Seleson, X Tian, Y Yu - Journal of Peridynamics and …, 2021 - Springer
Abstract Local-to-nonlocal (LtN) coupling refers to a class of methods aimed at combining
nonlocal and local modeling descriptions of a given system into a unified coupled …

Molecular dynamics

B Leimkuhler, C Matthews - Interdisciplinary applied mathematics, 2015 - Springer
For a number of years, we have been exploring the underpinnings of algorithms for
simulating molecular dynamics from a mathematics perspective, ie as outsiders. We have …

[HTML][HTML] A theoretical case study of the generalization of machine-learned potentials

Y Wang, S Patel, C Ortner - Computer Methods in Applied Mechanics and …, 2024 - Elsevier
Abstract Machine-learned interatomic potentials (MLIPs) are typically trained on datasets
that encompass a restricted subset of possible input structures, which presents a potential …

Analysis of boundary conditions for crystal defect atomistic simulations

V Ehrlacher, C Ortner, AV Shapeev - Archive for Rational Mechanics and …, 2016 - Springer
Numerical simulations of crystal defects are necessarily restricted to finite computational
domains, supplying artificial boundary conditions that emulate the effect of embedding the …

A coupling strategy for nonlocal and local diffusion models with mixed volume constraints and boundary conditions

M D'Elia, M Perego, P Bochev, D Littlewood - Computers & Mathematics …, 2016 - Elsevier
We develop and analyze an optimization-based method for the coupling of nonlocal and
local diffusion problems with mixed volume constraints and boundary conditions. The …

A framework for a generalization analysis of machine-learned interatomic potentials

C Ortner, Y Wang - Multiscale Modeling & Simulation, 2023 - SIAM
Machine-learned interatomic potentials (MLIPs) and force fields (ie, interaction laws for
atoms and molecules) are typically trained on limited data-sets that cover only a very small …

A quasistatic implementation of the concurrent atomistic-continuum method for FCC crystals

S Xu, R Che, L **ong, Y Chen, DL McDowell - International Journal of …, 2015 - Elsevier
In recent years, numerous partitioned-domain methods have been developed to describe
dislocation behavior at length scales that are usually inaccessible to most classical atomistic …

Justification of the Cauchy–Born approximation of elastodynamics

C Ortner, F Theil - Archive for Rational Mechanics and Analysis, 2013 - Springer
Justification of the Cauchy–Born Approximation of Elastodynamics Page 1 Digital Object
Identifier (DOI) 10.1007/s00205-012-0592-6 Arch. Rational Mech. Anal. 207 (2013) 1025–1073 …

Landau-type theory of planar crystal plasticity

R Baggio, E Arbib, P Biscari, S Conti, L Truskinovsky… - Physical Review Letters, 2019 - APS
We show that nonlinear continuum elasticity can be effective in modeling plastic flows in
crystals if it is viewed as a Landau theory with an infinite number of equivalent energy wells …