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Dr

Andrew Cullen

Research Fellow In Adversarial Machine Learning
Computing and Information Systems
Machine learning
Nonlinear analysis
Spectral
numerical
signal process
equations
nonlinear
modeling
GIS
Andrew Cullen's Profile Picture
Dr

Andrew Cullen

 
Division
Engineering and IT
 
Primary Interest
Machine Learning
Andrew Cullen's Profile Picture
Dr

Andrew Cullen

 
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Scholarly Works

Displaying the 3 most recent scholarly works by Andrew Cullen.

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Distributed Generative Adversarial Networks for Anomaly Detection

M Katzef, AC Cullen, T Alpcan, C Leckie, J Kopacz

Book Chapter  |  2020  |  Lecture Notes in Artificial Intelligence

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A fast, spectrally accurate homotopy based numerical method for solving nonlinear differential equations

Andrew C Cullen, Simon R Clarke

Journal article  |  2019  |  Journal of Computational Physics

We present an algorithm for constructing numerical solutions to one-dimensional nonlinear, variable coefficient boundary value pro..

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A fast, spectrally accurate solver for the Falkner--Skan equation

Andrew Craig Cullen, Simon Clarke

Conference Proceedings  |  2017  |  ANZIAM Journal

We present a new numerical technique, the Gegenbauer homotopy analysis method, which allows for the construction of iterative solu..

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Scholarly Works

Keyword Analysis

Applied Mathematics
Electrical and Electronic Engineering
Expanding Knowledge
Numerical and Computational Mathematics

Honours, Awards and Fellowships

2011

Leo Gleeson prize for Applied Mathematics

Monash Univeristy
2007

Excellence and Equity Scholarship

2

Awards

Credentials

Positions

Research Fellow In Adversarial Machine Learning

Computing and Information Systems

Education

Doctor of Philosophy (Science)

Monash University

Bachelor of Aerospace Engineering (with Honours) and Science

Monash University

Bachelor of Science (Hons)

Monash University

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