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Journal ArticleDOI

Empirical potential for hydrocarbons for use in simulating the chemical vapor deposition of diamond films

Donald W. Brenner
- 15 Nov 1990 - 
- Vol. 42, Iss: 15, pp 9458-9471
TLDR
An empirical many-body potential-energy expression is developed for hydrocarbons that can model intramolecular chemical bonding in a variety of small hydrocarbon molecules as well as graphite and diamond lattices based on Tersoff's covalent-bonding formalism with additional terms that correct for an inherent overbinding of radicals.
Abstract
An empirical many-body potential-energy expression is developed for hydrocarbons that can model intramolecular chemical bonding in a variety of small hydrocarbon molecules as well as graphite and diamond lattices. The potential function is based on Tersoff's covalent-bonding formalism with additional terms that correct for an inherent overbinding of radicals and that include nonlocal effects. Atomization energies for a wide range of hydrocarbon molecules predicted by the potential compare well to experimental values. The potential correctly predicts that the \ensuremath{\pi}-bonded chain reconstruction is the most stable reconstruction on the diamond {111} surface, and that hydrogen adsorption on a bulk-terminated surface is more stable than the reconstruction. Predicted energetics for the dimer reconstructed diamond {100} surface as well as hydrogen abstraction and chemisorption of small molecules on the diamond {111} surface are also given. The potential function is short ranged and quickly evaluated so it should be very useful for large-scale molecular-dynamics simulations of reacting hydrocarbon molecules.

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Journal ArticleDOI

Crack propagation in graphene

TL;DR: In this paper, the crack initiation and growth mechanisms in an 2D graphene lattice structure were studied based on molecular dynamics simulations, and the effect of temperature on the crack propagation in graphene was also studied, considering adiabatic and isothermal conditions.
Journal ArticleDOI

A ReaxFF-based molecular dynamics study of the pyrolysis mechanism of polyimide

TL;DR: In this paper, a series of ReaxFF simulations are carried out to study the pyrolysis mechanisms of polyimide, and the effects of temperature on the distribution of various products are investigated.
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Machine-learning interatomic potentials for materials science

TL;DR: The current status of the interatomic potential field, comparing the strengths and weaknesses of the traditional and ML potentials, is reviewed in this paper, where a new class of potentials is introduced, in which an ML model is coupled with a physics-based potential to improve the transferability to unknown atomic environments.
Journal ArticleDOI

Scaling relations for implantation of size-selected Au, Ag, and Si clusters into graphite.

TL;DR: It is found that the implantation depth scales linearly with the momentum of the clusters for all three types of cluster, consistent with a (viscous) retarding force proportional to the velocity of the cluster, akin to Stokes's law.
Journal ArticleDOI

Adhesion and reinforcement in carbon nanotube polymer composite

Chenyu Wei
TL;DR: In this article, the interfacial shear stress through van der Waals interactions is found to increase linearly with applied tensile strains along the nanotube axis direction, until the noncovalent bonds between CNTs and molecules break successively.