Machine learning a general-purpose interatomic potential for silicon

AP Bartók, J Kermode, N Bernstein, G Csányi - Physical Review X, 2018 - APS
The success of first-principles electronic-structure calculation for predictive modeling in
chemistry, solid-state physics, and materials science is constrained by the limitations on …

Highly optimized embedded-atom-method potentials for fourteen fcc metals

HW Sheng, MJ Kramer, A Cadien, T Fujita… - Physical Review B …, 2011 - APS
Highly optimized embedded-atom-method (EAM) potentials have been developed for 14
face-centered-cubic (fcc) elements across the periodic table. The potentials were developed …

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 …

Atomistic simulations and continuum modeling of dislocation nucleation and strength in gold nanowires

CR Weinberger, AT Jennings, K Kang… - Journal of the Mechanics …, 2012 - Elsevier
The strength of true metallic nanowires and nanopillars (diameters below 100nm) is known
to be higher than the strength of bulk metals and is most likely controlled by dislocation …

[图书][B] Multiscale modeling of complex molecular structure and dynamics with MBN explorer

IA Solov'yov, AV Korol, AV Solov'yov - 2017 - Springer
MesoBioNano (MBN) Explorer is a multi-purpose software package for advanced multiscale
simulations of complex molecular structure and dynamics. It has many unique features and a …

Optimized interatomic potential for study of structure and phase transitions in Si-Au and Si-Al systems

S Starikov, I Gordeev, Y Lysogorskiy, L Kolotova… - Computational Materials …, 2020 - Elsevier
Metal-semiconductor nanostructures are key objects for multifunctional electronics and
optical design. We report a new interatomic potential for atomistic simulation of a ternary Si …

Optimized interatomic potential for silicon and its application to thermal stability of silicene

GPP Pun, Y Mishin - Physical Review B, 2017 - APS
An optimized interatomic potential has been constructed for silicon using a modified Tersoff
model. The potential reproduces a wide range of properties of Si and improves over existing …

Molecular dynamics simulations for the prediction of thermal conductivity of bulk silicon and silicon nanowires: Influence of interatomic potentials and boundary …

C Abs da Cruz, K Termentzidis, P Chantrenne… - Journal of applied …, 2011 - pubs.aip.org
The reliability of molecular dynamics (MD) results depends strongly on the choice of
interatomic potentials and simulation conditions. Five interatomic potentials have been …

Modified embedded-atom method potential for high-temperature crystal-melt properties of Ti–Ni alloys and its application to phase field simulation of solidification

S Kavousi, BR Novak, MI Baskes… - … and Simulation in …, 2019 - iopscience.iop.org
We developed new interatomic potentials, based on the second nearest-neighbor modified
embedded-atom method (2NN-MEAM) formalism, for Ti, Ni, and the binary Ti–Ni system …

A modified embedded-atom potential for Fe-Cr-Si alloys

S Paul, M Muralles, D Schwen, M Short… - The Journal of …, 2021 - ACS Publications
We developed a modified embedded atom method (MEAM) potential for Fe-Cr-Si ternary
systems. These alloys have superior corrosion and crack resistance, making them candidate …