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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)

UNVEILING DRIVERS AND FUTURE SCENARIOS OF THE CARBON FOOTPRINT OF GLOBAL TOURISM

This project will employ multi-region input-output analysis (Isard 1951; Leontief 1953), structural decomposition analysis and a comprehensive global database (Lenzen et al. 2012; more...

Supervisor(s): Malik, Arunima (Dr), Lenzen, Manfred (Professor)

ASSESSING THE SUSTAINABILITY OF GLOBAL TOURISM FROM SOCIAL, ENVIRONMENTAL AND ECONOMIC PERSPECTIVES

This project will employ multi-region input-output analysis (Isard 1951; Leontief 1953) and a comprehensive global database (Lenzen et al. 2012a; Lenzen et al. 2013; Lenzen et al. 2 more...

Supervisor(s): Malik, Arunima (Dr), Lenzen, Manfred (Professor)

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)

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)

REBOUND EFFECTS AND ADDITIONALITY IN CARBON FOOTPRINTS OF GLOBAL TOURISM

This project will employ multi-region input-output analysis (Isard 1951; Leontief 1953) and a comprehensive global database (Lenzen et al. 2012; Lenzen et al. 2013; Lenzen et al. 20 more...

Supervisor(s): Lenzen, Manfred (Professor), Malik, Arunima (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)

Medical Image Analysis with Machine Learning Techniques

Develop artificial intelligence for computer-assisted diagnosis from medical scans. more...

Supervisor(s): Zhou, Luping (Dr)

Formation of road corrugation and ruts

The project aims at identifying the traffic conditions leading to the formation of road washboard and ruts. more...

Supervisor(s): Rognon, Pierre (Dr)

Tree root anchoring: a biomimetic approach to foundation design

The project aims at finding new foundation designs inspired by tree roots. more...

Supervisor(s): Rognon, Pierre (Dr)