Ab Initio Modelling of Nanodiamond
The emerging area of nano-technology is heavily reliant on the understanding of the properties and performance of materials at the nano-scale. To understand the properties of materials on such a small scale it is essential to use both experiment and computer modelling. In this project we use atomic level computer modelling to simulate the structure and properties of materials which are potentially useful in nano-technology e.g. nano-diamond, carbon nano-wires and gold nano-rods. This requires the use of sophisticated computer algorithms which in turn requires the use of the most advanced computing facilities available such as those provided by APAC. This work continues to provide detailed insight into the structure and properties of nano-materials which will aid in the future development of nano-technology industries.
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Principal Investigator Ian SnookApplied Physics, School of Applied Sciences RMIT University |
Project e74 |
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Co-Investigators Salvy RussoGreg Grochola Ryan Springall Applied Physics, School of Applied Sciences RMIT University Amanda Barnard Department of Materials University of Oxford, UK |
RFCD Codes 240202, 240301, 240204 |
Significant Achievements, Anticipated Outcomes and Future Work
Major advances in this project in this year have been investigating dopants [1,2], two-dimensional structures [3] and in visualizing electronic structures [4]. This is whilst extending some of previously the successful work on zero- and one-dimensional carbon based systems [5,6] .A review on these methods appeared as an invited chapter in "Handbook of Theoretical and Computational Nanotechnology", editors M. Rieth, W. Schommers, American Scientific Publishers [6].
The work on dopants enables us to predict which dopants would form stable structures in nano-diamonds which is important since atomic dopants are used to modify the properties of materials e.g. their optical and electrical characteristics, for use in various applications. The structures which result must be stable in order for such procedures to produce useful materials. Here it was shown that some atoms may be successfully incorporated into a diamond-like structure e.g. N but some do not lead to stable structures e.g. O. Both nano-clusters (zero-dimensional nano-diamonds) [1,2] and diamond nano-wires (one-dimensional nano-diamond) were investigated [2].
The investigation of two-dimensional systems [3] showed some surprising results. It is often assumed that for 2-D graphene sheets the stable form on this length scale are nano-tubes and that flat sheets will naturally curl up to form these nano-tubes. However, we showed that flat graphene sheets even when heated are very stable and don't readily curl into nano-tubes. Subsequently, we showed that this is because both flat sheets of graphene and nanotubes have similar energies and are both relatively stable. Also there is an energy barrier which has to be overcome in order to transform from sheets to tubes and vice versa and this involves considerable energy. Thus, both stable flat sheets and stable tubes should exist as has been shown to experimentally.
It is often difficult to visualise the electronic structure and, hence, the type of bonding involved in a structure especially if it is a nano-structure and consists of carbon atoms. This is because such small structures involve the co-existence of a variety of bond lengths and bonding arrangements. We, thus, developed a method to visualise the type of bonding involved in nano-structures which was able to clearly differentiate between different types of bonding in carbon nano-structures [4].
Work to improve ab-initio density functional theories (DFT) to give an adequate description of van der Waals interactions using Quantum Monte Carlo methods, Hartree-Fock theory and DFT in also continuing.
Data Sources, Curation Techniques, Data Access Policy and Method
Not Applicable
Computational Techniques Used
The calculations in this project are performed by:
CRYSTAL2003 which enables both Hartree-Fock (HF) and Density Functional Theory (DFT) computations to be performed on
molecules, polymers, surfaces and solids using Gaussian basis sets.
VASP which enables DFT to be performed on molecules, polymers, surfaces and solids using a plane basis set.
CASINO which uses the output of CRYSTAL2003 as input and performs QMC calculations both of a variational type (VMC) or a diffusional type (DMC). This enables more accurate prediction of the absolute stability of some systems of interest. It is also essential to use to describe certain types of interactions e.g. those involving van der Waals and hydrogen bond interactions which are important in some systems.
In-house codes which are being developed to calculate free energies of nano-structures. Due to large memory resources and the large amount of computer time required and APAC-NF is the only system in Australia equipped to run the large calculations required to complete this project.
Publications, Awards and External Funding
External Funding and Awards
ARC Discovery Grant, DP0556439, I.K. Snook, S.R. Russo, R. Needs and M.D. Towler, "Accurate quantum modeling of the van der Waals interaction and its application to molecular physisorption onto surfaces", 2005-2007.
Publications