Algorithms and technologies for photonic crystal modelling
Algorithms and technologies for photonic crystal modelling
In this thesis an investigation into the behaviour of light when passing through photonic crystals was carried out using numerical methods. Photonic crystals are expensive and difficult to fabricate so there is a requirement for computer simulations that can quickly and accurately model how the crystal structure will affect the behaviour of light. A finite difference method was written to model two-dimensional photonic crystals. The results from the finite difference method modelling agreed with known results for standard photonic crystal structures created by the plane wave expansion method. Once validated the finite difference method was used in a genetic algorithm optimisation. It found that novel shaped rods can increase the size of photonic band gaps when compared with cylindrical rods.
A new meshless method algorithm was developed to solve Maxwell's equations. Simulations were carried out using an equation with known analytical solutions; how the accuracy of the results was affected by different designs of experiment and different radial basis functions was recorded. The meshless method was developed further to model photonic crystals. The meshless method requires the creation of large dense matrices and then forms a generalised eigenvalue problem. A new set of algorithms were developed that can model photonic crystals accurately. Exploration of alternative technologies was carried out to try to obtain a speed up in the modelling process. A graphics processing unit was used to do general purpose computation. Graphics processing units generally show significant speed up when compared to central processing unit for filling the matrices required for the meshless method. For accelerating numerical methods a heterogenous approach is preferable to a strict graphics processing unit implementation.
Nature has evolved complex nanostructures that provide very specific and often very special optical effects, at present these are not well understood and cannot be replicated. In this thesis a new meshless method has been developed which will enable the development of complex crystal geometries.
Hart, Elizabeth E.
7f26613c-7d19-4ee4-bd28-a5bb60729051
November 2009
Hart, Elizabeth E.
7f26613c-7d19-4ee4-bd28-a5bb60729051
Cox, Simon
0e62aaed-24ad-4a74-b996-f606e40e5c55
Djidjeli, Kamal
94ac4002-4170-495b-a443-74fde3b92998
Hart, Elizabeth E.
(2009)
Algorithms and technologies for photonic crystal modelling.
University of Southampton, School of Engineering Sciences, Doctoral Thesis, 104pp.
Record type:
Thesis
(Doctoral)
Abstract
In this thesis an investigation into the behaviour of light when passing through photonic crystals was carried out using numerical methods. Photonic crystals are expensive and difficult to fabricate so there is a requirement for computer simulations that can quickly and accurately model how the crystal structure will affect the behaviour of light. A finite difference method was written to model two-dimensional photonic crystals. The results from the finite difference method modelling agreed with known results for standard photonic crystal structures created by the plane wave expansion method. Once validated the finite difference method was used in a genetic algorithm optimisation. It found that novel shaped rods can increase the size of photonic band gaps when compared with cylindrical rods.
A new meshless method algorithm was developed to solve Maxwell's equations. Simulations were carried out using an equation with known analytical solutions; how the accuracy of the results was affected by different designs of experiment and different radial basis functions was recorded. The meshless method was developed further to model photonic crystals. The meshless method requires the creation of large dense matrices and then forms a generalised eigenvalue problem. A new set of algorithms were developed that can model photonic crystals accurately. Exploration of alternative technologies was carried out to try to obtain a speed up in the modelling process. A graphics processing unit was used to do general purpose computation. Graphics processing units generally show significant speed up when compared to central processing unit for filling the matrices required for the meshless method. For accelerating numerical methods a heterogenous approach is preferable to a strict graphics processing unit implementation.
Nature has evolved complex nanostructures that provide very specific and often very special optical effects, at present these are not well understood and cannot be replicated. In this thesis a new meshless method has been developed which will enable the development of complex crystal geometries.
Text
Thesis_Liz_Hart_PhD_CEDG_07_06_10.pdf
- Other
More information
Published date: November 2009
Organisations:
University of Southampton
Identifiers
Local EPrints ID: 194315
URI: http://eprints.soton.ac.uk/id/eprint/194315
PURE UUID: d491d123-51fc-474a-9567-bfc781c44c60
Catalogue record
Date deposited: 27 Jul 2011 14:07
Last modified: 14 Mar 2024 03:58
Export record
Contributors
Author:
Elizabeth E. Hart
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics