Quantum satellites: safeguarding space-based communication networks. This project aims to address the fundamental challenges of developing quantum communication technology in space by performing space qualification of quantum technologies and optimising quantum-key distribution protocols for space applications. The project expects to generate new knowledge in the area of long-distance quantum key distribution based on continuous variables providing Australia with secure information networks. Exp ....Quantum satellites: safeguarding space-based communication networks. This project aims to address the fundamental challenges of developing quantum communication technology in space by performing space qualification of quantum technologies and optimising quantum-key distribution protocols for space applications. The project expects to generate new knowledge in the area of long-distance quantum key distribution based on continuous variables providing Australia with secure information networks. Expected outcomes of the project include licensing of key patents in building a quantum toolkit for space applications, establishment of collaboration across research institutes and disciplines, defence organisations and industry partners.Read moreRead less
ARC Centre of Excellence for Quantum Computation and Communication Technology. The Centre for Quantum Computation and Communication Technology will coordinate a large team of Australian researchers in an intensive mission. Our aim is to integrate a radical and uniquely powerful Australian computing technology with an ultra-secure Australian communications technology. Our success will drive global productivity gains in information processing and ensure that Australians own the pivotal underpinnin ....ARC Centre of Excellence for Quantum Computation and Communication Technology. The Centre for Quantum Computation and Communication Technology will coordinate a large team of Australian researchers in an intensive mission. Our aim is to integrate a radical and uniquely powerful Australian computing technology with an ultra-secure Australian communications technology. Our success will drive global productivity gains in information processing and ensure that Australians own the pivotal underpinning intellectual property. Our technologies will provide Australia and its allies with the world's most secure information networks. Our discoveries will place Australia unequivocally at the very forefront of global research in quantum physicsRead moreRead less
Solid-state quantum communication technology. This project will develop the quantum information devices required to create a quantum communication network for the ultra-secure transmission of data. The key technological challenge is to entangle the quantum state of two crystals separated by kilometres, and maintain this entanglement for many seconds.
Universal quantum imaging. This project will integrate quantum technology with the rapidly advancing techniques of spatial light modulation utilised in LCD displays and video projectors. We will develop, for the first time, broadly versatile imaging technology based on quantum mechanics, enabling both important applications in future medical diagnostic devices and communication systems; and fundamental advances in the biological and quantum sciences. Quantum technologies offer the promise to rev ....Universal quantum imaging. This project will integrate quantum technology with the rapidly advancing techniques of spatial light modulation utilised in LCD displays and video projectors. We will develop, for the first time, broadly versatile imaging technology based on quantum mechanics, enabling both important applications in future medical diagnostic devices and communication systems; and fundamental advances in the biological and quantum sciences. Quantum technologies offer the promise to revolutionise many aspects of modern life, from computing and communications, to medical imaging and metrology. This project will put Australia at the international forefront of quantum imaging, enhancing Australia's already significant international presence in the area.Read moreRead less
Quantum-Inspired Machine Learning. This project aims to develop new machine learning techniques based around the close correspondence between
neural networks used in deep learning, and tensor networks used in quantum physics. Tensor networks are a form of information compression that is useful in machine learning to construct a compact representation of a large data set in a way that is more amenable to understanding the internal structure than a deep neural network. Expected outcomes of this pr ....Quantum-Inspired Machine Learning. This project aims to develop new machine learning techniques based around the close correspondence between
neural networks used in deep learning, and tensor networks used in quantum physics. Tensor networks are a form of information compression that is useful in machine learning to construct a compact representation of a large data set in a way that is more amenable to understanding the internal structure than a deep neural network. Expected outcomes of this project include more resilient algorithms for machine learning, and new ways to represent quantum states that will impact fundamental physics. The resulting benefits include enhanced capacity for cross-discipline collaboration, and improved methods for future industrial applications.
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