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Disruption and persistence: resolving the Maya climate-collapse hypothesis

This project will to test the climate-catastrophe theory of the Classic ‘Maya Collapse’ of the 8-11th centuries A.D., by generating a detailed record of climate and huma more...

Supervisor(s): Penny, Daniel (Associate Professor)

Urbanism after Angkor (14th-18th century): re-defining Collapse

The collapse of the medieval city of Angkor, in modern Cambodia, and its kingdom created an historical ‘dark age’ that we believe is more apparent than real. Applying a more...

Supervisor(s): Penny, Daniel (Associate Professor)

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 (Professor), Chandra, Rohitash (Dr), Salles, Tristan (Dr)

Sounds in the ocean: ocean soundscapes and ambient sea noise

The project would conduct research into the sounds in the ocean with the aim of improving our understanding of how these sounds combine to form the soundscapes and the ambient sea n more...

Supervisor(s): Cato, Douglas (Professor)

Tectonic-mantle-climate interactions in the Southern Ocean

The Cenozoic (past 65 million years) has undergone general cooling from a warm “Greenhouse World” climate to an “Icehouse World” climate, characterised by th more...

Supervisor(s): Seton, Maria (Dr)

Machine learning in cell identity, fate decision, and lineage prediction

Multi-omics and single-cell omics approaches are transforming our understanding of stem cell-based regeneration of tissues and organs on the individual cell level. By generating and more...

Supervisor(s): Yang, Pengyi (Dr)

Reconstruct trans-regulatory networks using multi-omics profiling and data integration

A major initiative in our group is to integrate trans-omics datasets generated by a state‐of‐the‐art mass spectrometer (MS) and next-generation sequencer (NGS) from various ce more...

Supervisor(s): Yang, Pengyi (Dr)

Geometric analysis of transcendental solutions of nonlinear systems

Modern science derives its power from mathematics. The project aims to capture, identify and describe pivotal, transcendental solutions of nonlinear systems that are universal in sc more...

Supervisor(s): Joshi, Nalini (Professor), Radnovic, Milena (Dr)

Impact of COVID 19 pandemic on cryptocurrency market using time series models with variance gamma distribution

This project will investigate properties of high frequency cryptocurrency returns data which often display high kurtosis. Popular heavy tail distributions like Student t and exponen more...

Supervisor(s): Chan, Jennifer (Associate Professor)

Semi-metric machine learning techniques to investigate trend of COVID 19 spread and impact on stock market

The spread of COVID 19 pandemic appears to occur in several phrases and each phrase has possibly different impacts on the economy as reflected in the stock market. This project aims more...

Supervisor(s): Chan, Jennifer (Associate Professor)