Electronic Structure of Large-Scale Graphene Nanoflakes
Wei Hu, Lin Lin, Chao Yang, and Jinlong Yang

TL;DR
This study uses advanced DFT calculations to analyze the electronic properties of large graphene nanoflakes, revealing how edge type, size, and electron count influence stability, energy gaps, and aromaticity, with some GNFs becoming metallic at large sizes.
Contribution
The paper demonstrates the application of the SIESTA-PEXSI method to large-scale GNFs, providing new insights into size-dependent electronic properties and edge effects in these nanostructures.
Findings
Energy gaps decay linearly with size
ZZGNFs become metallic when larger than 6.40 nm
Aromaticity depends on electron count (4N or 4N+2)
Abstract
With the help of the recently developed SIESTA-PEXSI method [J. Phys.: Condens. Matter \textbf{26}, 305503 (2014)], we perform Kohn-Sham density functional theory (DFT) calculations to study the stability and electronic structure of hexagonal graphene nanoflakes (GNFs) with up to 11,700 atoms. We find the electronic properties of GNFs, including their cohesive energy, HOMO-LUMO energy gap, edge states and aromaticity, depend sensitively on the type of edges (ACGNFs and ZZGNFs), size and the number of electrons. We observe that, due to the edge-induced strain effect in ACGNFs, large-scale ACGNFs' cohesive energy decreases as their size increases. This trend does not hold for ZZGNFs due to the presence of many edge states in ZZGNFs. We find that the energy gaps of GNFs all decay with respect to , where is the size of the GNF, in a linear fashion. But as their size…
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