Current Research Students

PhD Students
Research Area
Meiram Akhymbek

Principal trace function of Carey-Pincus in semifinite setting and its connections with spectral shift functions

Fedor Sukochev
Christopher Bladwell

Quantifying Global Water Cycle Change using Ocean Observations

Jan Zika
Daniel Boettger

Improving the representation of the ocean surface mixed layer in an operational ocean forecast model

Shane Keating
Yudhi Bunjamin

Block ordering of block designs

Catherine Greenhill & Diana Combe
Zhi Yee Chng

On the Ramsey-type results in graph theory

Thomas Britz
Christian De Nicola Larsen

Mathematical Modelling of Field Theories

Arnaud Brothier
Michael Denes

Mathematical oceanography, in particular identifying Langrarian Coherent Structures in the ocean using multi-drifter trajectory data

Shane Keating
Bill Deng

RO(K)-graded cohomology, where K is the Klein 4-group, and its relationship with the Bredon motivic cohomology of the real field.

Mircea Voineagu
Farah El Rafei

The Stochastic Landau-Lifshitz Equation

Thanh Tran
Youstina Hamdy Maurice Elzahaby

Predicting Marine Heatwaves using Machine Learning

Amandine Schaeffer
John Fitzgerald

Drawing and counting legislation - will it help? (Faculty of Law)

Thomas Britz
Saman Forouzandeh

Users Classification with Network Embedding and Fuzzy Decision Tree

Pavel Krivitsky
Joshua Ho

Chromogeometry and cubics over finite fields

Daniel Chan
Ahmad Hakiim Jamaluddin

Classification for non-linear high-dimensional imbalanced two-group data

Scott Sisson
Qian Jin

Statistical modelling of Brian age based on Deep Learning

Clara Grazian, Pierre Lafaye De Micheaux
Xiongwen Ke

Bayesian inference and Markov Chain Monte Carlo simulation

Yanan Fan
Fiona Kim

The role of unconscious bias in higher education

Yanan Fan
Max Kulinich

Statistical Methods for Climate Model Ensembles

Yanan Fan
Tsz-Kit Jeffrey Kwan

Self-exciting process, Point process, limit theory, asymptotic inference, financial data analysis, point pattern analysis

Feng Chen
Madeleine Kyng

Computing zeta functions of algebraic curves over finite fields, specifically to extend a method to handle plane curves with arbitrary singularities

David Harvey
Yandong Lang

Deriving new ways of constructing approximately neutral surfaces

Trevor McDougall
Daniel Lee

Modelling the transport of the Bluebottle with Lagrangian particle tracking methods. The module will be developed and used to investigate the influence of ocean currents and winds on the BB drift and determine its origin at sea.

Amandine Schaeffer
Thomas Lesgourgues

Extremal and probabilistic graph theory

Anita Liebenau
Michelle Lim

Statistical Methods for Ecological Restoration

David Warton
Kevin Limanta

Geometric Fourier transform theory for compact simple Lie group connecting the Kirillov theory for representations with the operator valued Fourier transform

Daniel Chan and Norman Wildberger
Guanting Liu

Stochastic Processes and Their Simulations

Libo Li
Jimeng Lu

The Uniform Approximation Property of Non-commutative Spaces

Fedor Sukochev
Sean Lynch

Noncommutative number theory

Daniel Chan & Liangyi Zhao
Ben Maslen

Development of CNN methods and consequent multivariate modelling of misclassification errors of fish in underwater videos

David Warton & Gordana Popovic
Anant Mathur

Computational Statistics and Data Science

Zdravko Botev
Maeve McGillycuddy

Model-Based Assessment of Treatment Effect in Multivariate Abundance Data

David Warton & Gordana Popovic
Robert Nguyen

Statistical Methods in Australian Rules Football

David Warton
Jeremy Nugent

Higher order symmetries of Lorentzian manifolds

Jonathan Kress
Prosha Rahman

Generalised solutions in symbolic data analysis

Boris Beranger & Scott Sisson
Gavin Robertson

Geometric properties of finite dimensional Banach spaces

Ian Doust
Christopher Rock

Discovering the Hidden Influence of Coherent Structures in Complex Geophysical Flows

Gary Froyland
Jackson Ryder

Noncommutative Projective Geometry

Daniel Chan
Abirami Srikumar

Theory and application of Quasi-Monte Carlo Methods

Frances Kuo
Alan Stoneham

Integration theory for sigma operators

Ian Doust
Dinh Duy Tran

Application of Bayesian statistics to inverse problems and high dimensional computation in finance

Josef Dick
Rianti Siswi Utami

Joint Models of Longitudinal Data and Recurrent Events with Time-varying Covariates and a Dependent Terminal Event

Jake Olivier & Pierre Lafaye De Micheaux
Zhuoshu Wu

Stochastic processes and their applications

Libo Li & Ben Goldys
Haoxuan Wu

Proposing a fast algorithm to solve Non-convex sparse optimisation problems and demonstrating algorithm on real world problems such as image restoration, machine learning and signal denoising

Guoyin Li
Hanwen Xuan

Bayesian Extension of Black-Litterman (BL) Asset Allocation Model through Copula Representation

Clara Grazian
Kai Yi

Bayesian Inference and Computation, Graph Neural Network

Yanan Fan
Jiefei Yu

Application of Fuzzy Set Mont Carlo Simulation - Estimating the Shortage of Bank's Branch Position

Leung Chan
Ashwaq Zarban

Exchange and spread options under a jump diffusion and double regime switching model

Donna Salopek & David Colwell
Leyang Zhao

Optimization methods for stochastic processes

Spiridon Penev & Guoyin Li
Hongyin Zhao

Multipliers on locally compact groups

Fedor Sukochev
Masters by Research Students
Research Area
Anny Francis

Approximate methods in Bayesian Statistics

Robert Kohn & Scott Sisson
Zhe Han

Inference for point processes and its applications in financial data modelling and analysis

Feng Chen & Tom Stindl
James Ross

Design and analysis of a Markov chain for sampling regular hypergraphs

Catherine Greenhill
Jun Ze Zhang

Lie group, Lie algebra, metric geometry and differential geometry

Michael Cowling