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Highly comparative time-series analysis

This research involves developing new methods for time-series analysis based on a new analytic framework for understanding structure in time series. more...

Supervisor(s): Fulcher, Ben (Dr)

Do hydrological models cope with complex Australian catchments?

Climate change and rapid land use change has forced a rethink on hydrological models. Non-stationarity (where trends in time-series are non-linear or non-uniform) is now the norm, a more...

Supervisor(s): Vervoort, Willem (Associate Professor), Bishop, Thomas (Associate Professor), Van Ogtrop, Floris (Dr)

A modal comparison of resiliency and reliability

Reliability and resilience capture a transport network’s ability to provide consistent accessibility under a range of conditions. Resilience is impacted by the structure of th more...

Supervisor(s): Moylan, Emily (Dr)

Neural Correlates of Chronic Cardiovascular Disease

Chronic cardiovascular disease (diabetes, obesity, heart disease) has a wide systemic physiological impact, including microstructural damage to the brain. Our group has an opportuni more...

Supervisor(s): Grieve, Stuart (Professor)

Brain Structural Connectomics and Tractographic Performance in Ultra-High Resolution Diffusion Imaging

Sydney Translational Imaging Laboratory (STIL) have an opportunity for a PhD student to investigate the structure of the brain's white matter fibres at a previously unseen level of more...

Supervisor(s): Grieve, Stuart (Professor)

Time-series biomarkers of neurological disorders

This research will develop a new machine learning framework for finding and quantifying patterns of brain dynamics that distinguish patients with brain disorders from healthy contro more...

Supervisor(s): Fulcher, Ben (Dr)

Inferring the dimensionality of dynamical systems automatically using machine learning

This research will develop methods to infer the dimensionality of a dynamical system automatically, by adapting dimensionality reduction methods to high-dimensional time-series feat more...

Supervisor(s): Fulcher, Ben (Dr)

Predictive disease modelling using Big data analytics and Complex network methods

This research project aims to mine administrative claim dataset to develop predictive models for individual chronic disease as well as for the comorbidity of multiple chronic diseas more...

Supervisor(s): Uddin, Shahadat (Dr)

strategic power system operation and planning to secure energy sustainability

The HDR (higher degree research) student applicants should have background in one of the following areas: 1) power system optimisation and control; 2) electricity market modelling a more...

Supervisor(s): Qiu, Jeremy (Dr)

Investigating the cognitive and psychological consequences of sports-related mild traumatic brain injury (mTBI)

Mild traumatic brain injury (mTBI; also known as concussion) occurs frequently in contact sports due to direct hits or rotational acceleration of the head. While most people recover more...

Supervisor(s): Grieve, Stuart (Professor)