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Machine learning and optimisation for modelling coral reef evolution

Globally, coral reef systems are under threat from major changes in environmental parameters (e.g. sea level, sea surface temperature, pH and water quality). Forward Forward Stratig more...

Supervisor(s): Webster, Jody (Associate Professor), Chandra, Rohitash (Dr), Salles, Tristan (Dr)

Bayesian deep learning for incomplete information

This project will feature a synergy of deep learning, modular and multi-task learning with Bayesian methods to address the problem of decision making given incomplete information. more...

Supervisor(s): Cripps, Sally (Professor), Chandra, Rohitash (Dr)

Backscatter Communications for Green Internet of Things

The internet-of-things (IoT) is becoming an essential technology to support the revolution of various vertical sectors, such as agriculture, industry, energy, healthcare, and transp more...

Supervisor(s): Liang, Ying-Chang (Professor)

Advanced orchard mapping systems using robotics, sensing and perception

The aim of the project is to research and develop intelligent orchard mapping systems that provide timely, high resolution data to support farm management. more...

Supervisor(s): Underwood, James (Dr)

Cognitive Radio for for Green Internet of Things

The internet-of-things (IoT) is becoming an essential technology to support the revolution of various vertical sectors, such as agriculture, industry, energy, healthcare, and transp more...

Supervisor(s): Liang, Ying-Chang (Professor)

New technologies for detecting, counting and identifying pollinators in the field

This project will leverage advances in image processing and machine learning to develop new techniques for high throughput sampling of pollinator populations in crops.  Th more...

Supervisor(s): Latty, Tanya (Dr)

Neuromuscular Mechanisms Underlying Poor Recovery following Head/Neck Trauma

My laboratory investigates the neuromuscular mechanisms underlying the transition from acute to chronic pain following musculoskeletal trauma (generally) and head/neck trauma (speci more...

Supervisor(s): Elliott, James (Professor)

Harnessing Data for Better Health – Triangulating the patient’s pain experience

My laboratory investigates the neuromuscular mechanisms underlying the transition from acute to chronic pain following musculoskeletal trauma (generally) and head/neck trauma (speci more...

Supervisor(s): Elliott, James (Professor)

Predictors and mediators of swallowing and voice deficits following whiplash trauma: Is it biology or psychology?

My laboratory investigates the neuromuscular mechanisms underlying the transition from acute to chronic pain following musculoskeletal trauma (generally) and head/neck trauma (speci more...

Supervisor(s): Elliott, James (Professor)

Characterizing Transport Networks

In an increasingly urbanized world, people remain connected by a complex nexus of roads, rails, paths, and sidewalks that form urban transportation systems and shape travel demand. more...

Supervisor(s): Levinson, David (Professor)