How do mechanics, neural drive and muscle architecture interact in muscles? This project will determine how an individual person’s muscle activity, muscle structure and mechanical properties, and the local mechanical conditions around the muscle interact as muscles move and deform, by using experiments and personalised computational models that can examine these factors and their interactions concurrently. To achieve this, we will develop novel magnetic resonance imaging methods to measure the m ....How do mechanics, neural drive and muscle architecture interact in muscles? This project will determine how an individual person’s muscle activity, muscle structure and mechanical properties, and the local mechanical conditions around the muscle interact as muscles move and deform, by using experiments and personalised computational models that can examine these factors and their interactions concurrently. To achieve this, we will develop novel magnetic resonance imaging methods to measure the mechanical properties of muscles in humans and methods for modelling muscles. As well as answering fundamental scientific questions about muscle function, these new techniques will provide a platform for studying other muscles, and for future development of muscle training methods and technologies to optimise muscle function.Read moreRead less
Virtual testing of orthopaedic devices as part of the design and development process: strategies to account for patient and surgical variability. Novel computational tools will be developed through this project to help account for patient and surgical variability in the design of orthopaedic implants, such as hip and knee replacements and spinal products. These tools will reduce the design time, give greater insight in implant performance and ultimately lead to safer implants with improved longe ....Virtual testing of orthopaedic devices as part of the design and development process: strategies to account for patient and surgical variability. Novel computational tools will be developed through this project to help account for patient and surgical variability in the design of orthopaedic implants, such as hip and knee replacements and spinal products. These tools will reduce the design time, give greater insight in implant performance and ultimately lead to safer implants with improved longevity.Read moreRead less
Bodies in space. By investigating how a change in shape of the human body can produce a change in spatial orientation, the project will bring a fundamental advance of knowledge in the intersection of applied mathematics, sports science and mechanical engineering. These knowledge advances will lead to a novel theory regarding the control of the aerial dynamics of athletes, specifically springboard and platform divers. When applied in collaboration with world class Australian athletes, this theory ....Bodies in space. By investigating how a change in shape of the human body can produce a change in spatial orientation, the project will bring a fundamental advance of knowledge in the intersection of applied mathematics, sports science and mechanical engineering. These knowledge advances will lead to a novel theory regarding the control of the aerial dynamics of athletes, specifically springboard and platform divers. When applied in collaboration with world class Australian athletes, this theory will result in innovative platform and springboard diving techniques and improved performance. The reach of new insights generated by this work extends to many other fields, including robotics, spacecraft dynamics and nano technology.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220101249
Funder
Australian Research Council
Funding Amount
$468,582.00
Summary
Fusing wearables and advanced computational models for real world analysis. This project aims to solve a major technological problem: our inability to study human skeletal, muscular, and neural function in the real world. This project expects to, for the first time globally, integrate wearable sensors with neuromusculoskeletal computational models and artificial intelligence, and validate this technology. Expected project outcomes include an integrated system for future commercialisation and new ....Fusing wearables and advanced computational models for real world analysis. This project aims to solve a major technological problem: our inability to study human skeletal, muscular, and neural function in the real world. This project expects to, for the first time globally, integrate wearable sensors with neuromusculoskeletal computational models and artificial intelligence, and validate this technology. Expected project outcomes include an integrated system for future commercialisation and new understanding of how whole-body behavioural choices affect tissue mechanics during daily and sporting activities. Project outcomes should provide significant benefits, such as the ability to escape the laboratory to understand human performance for defence, sport, industrial, and health settings.Read moreRead less
Advancing human movement evaluation using artificial intelligence. Human movement disorders affect one-third of Australians; however, conventional approaches to assessing joint motion are costly and largely clinic- or laboratory-based. This project aims to combine biomechanical modelling and advanced machine learning to non-invasively produce accurate, low-cost, user-friendly shoulder and elbow joint angle measurements using wearable inertial sensors. The technology will enable a non-expert to o ....Advancing human movement evaluation using artificial intelligence. Human movement disorders affect one-third of Australians; however, conventional approaches to assessing joint motion are costly and largely clinic- or laboratory-based. This project aims to combine biomechanical modelling and advanced machine learning to non-invasively produce accurate, low-cost, user-friendly shoulder and elbow joint angle measurements using wearable inertial sensors. The technology will enable a non-expert to obtain reliable kinematics data in any location. Accurate, wearable motion measurement will benefit next-generation healthcare including telemedicine and remote rehabilitation for isolated communities, performance monitoring of elite athletes and military personnel, and the gaming and film/animation industries.Read moreRead less
Nonlinear viscoelastic properties of paediatric soft tissues throughout development. This project will determine how the soft tissues of the human body change during normal development, and how these changes affect their response to mechanical forces. This data will be useful for understanding childhood injury mechanisms, and how diseases affect children's soft tissues.
Interaction between consolidation and lubrication of biological joints. This project aims to develop a computational model to be used in conjunction with experimental studies to understand complex lubrication systems in biological joints. Nature has equipped biological joints with a remarkable ability to achieve ultralow friction even at relatively high contact force, however the mechanisms used remain uncertain. This project intends to provide a deeper, fundamental understanding of the friction ....Interaction between consolidation and lubrication of biological joints. This project aims to develop a computational model to be used in conjunction with experimental studies to understand complex lubrication systems in biological joints. Nature has equipped biological joints with a remarkable ability to achieve ultralow friction even at relatively high contact force, however the mechanisms used remain uncertain. This project intends to provide a deeper, fundamental understanding of the friction and contact mechanisms occurring in biological joints. The project outcomes could lead to bioinspired innovation in future engineering design and advancements in materials science that have the potential to significantly benefit Australian society.Read moreRead less
Measuring large deformation tissue mechanical behaviour in living humans. This project aims to develop new in vivo imaging methods to characterise the nonlinear mechanical behaviour of soft biological tissues, and use them to measure the properties of muscle, liver and adipose tissue in human subjects. Comprehensively characterising the mechanical properties of an individual person’s body tissues in vivo is a long-standing challenge in biomechanics and biomedical engineering. These new methods a ....Measuring large deformation tissue mechanical behaviour in living humans. This project aims to develop new in vivo imaging methods to characterise the nonlinear mechanical behaviour of soft biological tissues, and use them to measure the properties of muscle, liver and adipose tissue in human subjects. Comprehensively characterising the mechanical properties of an individual person’s body tissues in vivo is a long-standing challenge in biomechanics and biomedical engineering. These new methods aim to overcome major imitations of current biomechanical imaging methods, and make new measurements of the nonlinear mechanical properties of muscle, liver and adipose tissues. These techniques may be useful for future diagnostic, biomechanics and mechanobiology applications.Read moreRead less