Multi-hazard resilient hybrid modular structures. This project aims to develop the next generation of multi-hazard resilient modular construction methods for efficient, affordable and sustainable buildings. New demountable modular connections will be developed and the response of hybrid modular buildings to multiple hazards such as wind, earthquake, blast and impact will be investigated through a combination of experimental, numerical, and analytical studies. The project will develop knowledge o ....Multi-hazard resilient hybrid modular structures. This project aims to develop the next generation of multi-hazard resilient modular construction methods for efficient, affordable and sustainable buildings. New demountable modular connections will be developed and the response of hybrid modular buildings to multiple hazards such as wind, earthquake, blast and impact will be investigated through a combination of experimental, numerical, and analytical studies. The project will develop knowledge of the structural behaviour of hybrid modular buildings, and expects to deliver design methods and robust simplified models for building design purposes. This project will advance construction techniques and practices for resilient hybrid modular buildings.Read moreRead less
Inerter-enhanced metastructure for structural vibration control. Meta-based technique has been proposed for vibration control recently due to its special wave filtering effect. However, the current techniques are difficult to attenuate low-frequency waves, thus not suitable for civil structural vibration control. This project proposes incorporating an inerter-based element into the unit cell of a metastructure. Due to the unique mass amplification characteristic of inerter element, manipulating ....Inerter-enhanced metastructure for structural vibration control. Meta-based technique has been proposed for vibration control recently due to its special wave filtering effect. However, the current techniques are difficult to attenuate low-frequency waves, thus not suitable for civil structural vibration control. This project proposes incorporating an inerter-based element into the unit cell of a metastructure. Due to the unique mass amplification characteristic of inerter element, manipulating low-frequency waves becomes possible. Practical designs are developed and applied to control the adverse vibrations of engineering structures induced by three typical vibration sources. Comprehensive analytical, experimental and numerical studies are carried out to examine the effectiveness of the proposed method.Read moreRead less
Game changing anchoring solution for Australia’s deep water gas development. This Fellowship aims to establish a novel dynamically installed anchor shape for economic and safer mooring of floating gas drilling platforms in Australia’s deep water calcareous seabed. The novel anchor pairing with the advanced floating platforms are expected to allow for unlocking Australia’s 50% gas reserves that are considered to be stranded. This Fellowship expects to extend a sophisticated numerical analysis tec ....Game changing anchoring solution for Australia’s deep water gas development. This Fellowship aims to establish a novel dynamically installed anchor shape for economic and safer mooring of floating gas drilling platforms in Australia’s deep water calcareous seabed. The novel anchor pairing with the advanced floating platforms are expected to allow for unlocking Australia’s 50% gas reserves that are considered to be stranded. This Fellowship expects to extend a sophisticated numerical analysis technique and a soil constitutive model, and use field testing in the Swan River and centrifuge modelling for extensive investigation on the novel anchor shape, leading to calculation methods for assessing the anchor embedment during dynamic installation and capacity under operational monotonic and cyclic loadings.Read moreRead less
Unravelling Corporate Fraud: re-purposing ancient laws for modern times. This project aims to reform the ancient laws of common law and equitable fraud that underpin commercial regulation in Australia. These laws are vital to supporting a fair and efficient economy but have failed to evolve to address the rise of corporate actors. Drawing upon a collaborative network of experts, the project intends to develop models of liability that address and overcome the existing ‘state of mind’ and ‘attribu ....Unravelling Corporate Fraud: re-purposing ancient laws for modern times. This project aims to reform the ancient laws of common law and equitable fraud that underpin commercial regulation in Australia. These laws are vital to supporting a fair and efficient economy but have failed to evolve to address the rise of corporate actors. Drawing upon a collaborative network of experts, the project intends to develop models of liability that address and overcome the existing ‘state of mind’ and ‘attribution’ hurdles to holding corporations liable for fraudulent conduct. The intended outcome is a road map for comprehensive judicial and legislative law reform, which should offer significant legal, economic and social benefits by supporting more just, effective and efficient regulation of corporate fraud.Read moreRead less
Seabed engineering to unlock Australia's deepwater oil and gas resources. The development of offshore petroleum contributes $25 billion annually to the Australian economy. The majority of our $1 trillion of reserves are currently untapped, being in deep water, remote from shore. This Fellowship will generate a scientific understanding of the mechanics of seabed sediments when disturbed by infrastructure and ocean storms, and lead to procedures for designing the seabed pipelines and facilities ne ....Seabed engineering to unlock Australia's deepwater oil and gas resources. The development of offshore petroleum contributes $25 billion annually to the Australian economy. The majority of our $1 trillion of reserves are currently untapped, being in deep water, remote from shore. This Fellowship will generate a scientific understanding of the mechanics of seabed sediments when disturbed by infrastructure and ocean storms, and lead to procedures for designing the seabed pipelines and facilities needed to unlock Australia's isolated deep water petroleum reserves. These procedures will provide economic solutions for safely transmitting the hydrocarbons to shore. The resulting expertise will enhance Australia's global reputation in offshore geotechnics and engineering and raise the competitiveness of our petroleum industry.Read moreRead less
Innovative Data Driven Techniques for Structural Condition Monitoring . Safe and sustainable infrastructure involves the development and application of structural monitoring and assessment techniques for condition evaluation. This project develops an innovative structure condition monitoring approach based on the emerging digital technologies on image processing, data analytics and machine learning techniques, for better infrastructure asset management under operational environment. Expected out ....Innovative Data Driven Techniques for Structural Condition Monitoring . Safe and sustainable infrastructure involves the development and application of structural monitoring and assessment techniques for condition evaluation. This project develops an innovative structure condition monitoring approach based on the emerging digital technologies on image processing, data analytics and machine learning techniques, for better infrastructure asset management under operational environment. Expected outcomes of this project enhance the capacity to conduct the operational monitoring and data interpretation to deliver the best life cycle performance of infrastructure. This project should provide significant benefits to Australia in infrastructure asset management by reducing the interruption of infrastructure operations.Read moreRead less
Robust and Explainable 3D Computer Vision. Computer vision is increasingly relying on deep learning which is fragile, opaque and fails catastrophically without warning. This project aims to address these problems by developing new theory in graph representation of 3D geometric and image data, hierarchical graph simplification and novel modules designed specifically for deep learning over geometric graphs. Using these modules, it aims to design graph convolutional network architectures for self-s ....Robust and Explainable 3D Computer Vision. Computer vision is increasingly relying on deep learning which is fragile, opaque and fails catastrophically without warning. This project aims to address these problems by developing new theory in graph representation of 3D geometric and image data, hierarchical graph simplification and novel modules designed specifically for deep learning over geometric graphs. Using these modules, it aims to design graph convolutional network architectures for self-supervised learning that are robust to failures and provide explainable decisions for object detection and scene segmentation. The outcomes are expected to advance theory in robust deep learning and benefit 3D mapping, surveying, infrastructure monitoring, transport and robotics industries.Read moreRead less
Optimal maintenance planning for critical mining and energy infrastructure. This project aims to develop cutting-edge mathematical algorithms for optimising maintenance activities in the mining and energy sectors. Such maintenance activities are prone to budget and time overruns due to poor planning - the result of outdated, inefficient manual processes. The project is expected to result in new maintenance planning methods, underpinned by rigorous mathematical theory, for reducing manual interve ....Optimal maintenance planning for critical mining and energy infrastructure. This project aims to develop cutting-edge mathematical algorithms for optimising maintenance activities in the mining and energy sectors. Such maintenance activities are prone to budget and time overruns due to poor planning - the result of outdated, inefficient manual processes. The project is expected to result in new maintenance planning methods, underpinned by rigorous mathematical theory, for reducing manual intervention and optimising both short- and long-term maintenance based on real-time sensor data. These new methods will be powerful tools for tackling the complexity of large-scale, time-critical maintenance projects, driving productivity in the resources industry and fostering collaboration between mathematicians and engineers.Read moreRead less
Deep-sea coral ocean-climate records of the last glacial and recent eras. The project aims to predict the ocean carbon dioxide sink’s long-term capacity and future trajectories of global warming and increasing carbon dioxide. This project will use geochemical proxies encoded in the skeletons of deep-sea corals in the Perth Canyon, Tasman seas, and Antarctica, in the heart of the ocean-climate system, to reveal continuous long-term records of environmental change at annual-decadal resolution for ....Deep-sea coral ocean-climate records of the last glacial and recent eras. The project aims to predict the ocean carbon dioxide sink’s long-term capacity and future trajectories of global warming and increasing carbon dioxide. This project will use geochemical proxies encoded in the skeletons of deep-sea corals in the Perth Canyon, Tasman seas, and Antarctica, in the heart of the ocean-climate system, to reveal continuous long-term records of environmental change at annual-decadal resolution for our recent past (hundreds to thousands of years) and the Last Glacial Maximum. These records are expected to provide a more accurate understanding of Earth’s long-term responses to anthropogenic carbon dioxide emissions and global warming.Read moreRead less
Resolving multi-sensory conflict as we age: audio-visual integration and the role of normal and abnormal sensory decline. Australia has an ageing population. Even the healthiest older individuals undergo some deterioration of vision and hearing, however, these senses are almost invariably studied in isolation. The real world is multisensory. This project will enhance our knowledge of how ageing impacts on the interpretation of visual and auditory information regarding the timing and location of ....Resolving multi-sensory conflict as we age: audio-visual integration and the role of normal and abnormal sensory decline. Australia has an ageing population. Even the healthiest older individuals undergo some deterioration of vision and hearing, however, these senses are almost invariably studied in isolation. The real world is multisensory. This project will enhance our knowledge of how ageing impacts on the interpretation of visual and auditory information regarding the timing and location of objects; essential precursors to many real world tasks, for example: driving, interpreting speech, and hazard avoidance. This knowledge is essential for the optimisation of audio-visual environments for the elderly, and for the development of tools to improve performance in the presence of sensory decline due to age-related eye disease.Read moreRead less