Uncertainty quantification in multiscale simulation of materials: A prospective

A Chernatynskiy, SR Phillpot… - Annual Review of …, 2013 - annualreviews.org
Simulation has long since joined experiment and theory as a valuable tool to address
materials problems. Analysis of errors and uncertainties in experiment and theory is well …

Mechanically derived short-range order and its impact on the multi-principal-element alloys

JB Seol, WS Ko, SS Sohn, MY Na, HJ Chang… - Nature …, 2022 - nature.com
Chemical short-range order in disordered solid solutions often emerges with specific heat
treatments. Unlike thermally activated ordering, mechanically derived short-range order …

Computer simulation of liquid metals

DK Belashchenko - Physics-Uspekhi, 2013 - iopscience.iop.org
Methods for and the results of the computer simulation of liquid metals are reviewed. Two
basic methods, classical molecular dynamics with known interparticle potentials and the ab …

Development and application of a Ni-Ti interatomic potential with high predictive accuracy of the martensitic phase transition

WS Ko, B Grabowski, J Neugebauer - Physical Review B, 2015 - APS
Phase transitions in nickel-titanium shape-memory alloys are investigated by means of
atomistic simulations. A second nearest-neighbor modified embedded-atom method …

[HTML][HTML] Atomic scale processes of phase transformations in nanocrystalline NiTi shape-memory alloys

WS Ko, SB Maisel, B Grabowski, JB Jeon… - Acta Materialia, 2017 - Elsevier
Molecular dynamics simulations are performed to investigate temperature-and stress-
induced phase transformations in nanocrystalline nickel-titanium shape-memory alloys. Our …

Modified embedded atom method potential for Al, Si, Mg, Cu, and Fe alloys

B Jelinek, S Groh, MF Horstemeyer, J Houze… - Physical Review B …, 2012 - APS
A set of modified embedded-atom method (MEAM) potentials for the interactions between Al,
Si, Mg, Cu, and Fe was developed from a combination of each element's MEAM potential in …

Ab initio calculations of grain boundaries in bcc metals

D Scheiber, R Pippan, P Puschnig… - … and Simulation in …, 2016 - iopscience.iop.org
In this study, we compute grain boundary (GB) properties for a large set of GBs in bcc
transition metals with a special focus on W, Mo and Fe using ab initio density functional …

Automated discovery of a robust interatomic potential for aluminum

JS Smith, B Nebgen, N Mathew, J Chen… - Nature …, 2021 - nature.com
Abstract Machine learning, trained on quantum mechanics (QM) calculations, is a powerful
tool for modeling potential energy surfaces. A critical factor is the quality and diversity of the …

EAM inter-atomic potential—its implication on nickel, copper, and aluminum (and their alloys)

S Chaturvedi, A Verma, SK Singh, S Ogata - Forcefields for atomistic-scale …, 2022 - Springer
In recent years, our atomic structure knowledge of solids has advanced. There are many
problems, which are related to material properties on which Embedded Atom Model (EAM) …

Role of yttrium in activation of< c+ a> slip in magnesium: An atomistic approach

KH Kim, JB Jeon, NJ Kim, BJ Lee - Scripta Materialia, 2015 - Elsevier
The effect of Y addition on the slip behavior of an edge dislocation on basal, prismatic and
second-order pyramidal slip planes of Mg has been investigated using a molecular …