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George Milne's Home PageThis page has been updated. Please go to:http://smr.csse.uwa.edu.au/index.html
ContactSchool of Computer Science & Software Engineering
ResearchMy research is focused on concurrency, a commonly occurring phenomena found in computing, electronics, in the physical sciences and in the world around us. Specifically, I perform research in bushfire and disease spread dynamics; modelling highly concurrent systems; in the formal specification and verification of concurrent systems; and in exploiting the inherent concurrency of digital logic with FPGA-based reconfigurable computers. Research Projects
A plant disease simulation platform will enable various sources of plant health data and emergent pathogen or pest (EPP) biology to be utilised in a manner that will allow timely and cost-effective decisions to be made by BioSecurity managers and scientists from first detection and as the incursion evolves. At present most existing epidemic models utilise differential equations to predict outcomes and do not take into account spatial factors such as landscape effects, variable population density and explicit movement of the EPP. These models assume populations are closed and well mixed; that is, host numbers are constant and individuals are free to move wherever they wish. For the development of realistic landscape-influenced models any project must incorporate spatial information to reflect the heterogeneous environment found in the incursion zone. An alternative to using deterministic differential equations is to use a two-dimensional grid of interacting automata with each automaton modelling a sub-population at a given location. Automata interact, capturing the dynamics of an EPPs mobility. Appropriate spatio-temporal modelling techniques and simulation software will be developed to permit prediction of EPP spread over the landscape through time. This technology will build on methods developed to simulate the spread of human and animal diseases (pandemic influenza, foot and mouth disease, classical swine fever) and determine the efficacy of applying alternative eradication, containment and control strategies. PhD SCHOLARSHIPS AVAILABLEPlant BioSecurity PhD and Honours Scholarships are available in the area of Computational Epidemiology and Disease Spread Modelling and Simulation within the School of Computer Science and Software Engineering at the University of Western Australia, under the guidance of Professor G J Milne.
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