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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)

Whole-system robotic perception: From photons to actions

This work will build two-way information flows between the imaging, mapping, and control systems of a robot, allowing operation in previously inaccessible dynamic and interactive sp more...

Supervisor(s): Dansereau, Donald (Dr)

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)

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)

Language dynamics on social media

Development of a language evolution model using social media data. more...

Supervisor(s): Alexander , Tristram (Dr), Altmann, Eduardo G (Associate Professor)

Atmospheric water capture through passive cooling

The development of a theoretical model of atmospheric water capture, opening up the possibility of a new reliable source of water. more...

Supervisor(s): Alexander , Tristram (Dr), Neto, Chiara (Professor)

Fighting the spread of misinformation

The development of a quantitative measure of the spread of misinformation, for the purposes of developing a strategy to counter science denial. more...

Supervisor(s): Alexander , Tristram (Dr), Fulcher, Ben (Dr), Sharma, Manjula (Professor)

Solitons in the presence of higher order dispersion

Uncovering new classes of solitary wave supported by engineered dispersion properties. more...

Supervisor(s): Alexander , Tristram (Dr)

Sleep and circadian health

Several research opportunities are available, all of which revolve around the new and emerging areas of sleep and circadian epidemiology. The overarching aim of these projects is to more...

Supervisor(s): Bin, Yu Sun (Dr)