Diagnosing quantum noise sources in quantum information processors via machine learning. Noise is the primary obstacle to building large-scale quantum information processors that have the potential to revolutionise our understanding of the world. This project will use the powerful techniques and methods of machine learning to identify, characterise, and correct noise sources in the next generation of quantum information processors. These innovative techniques will allow the reliability of quantu ....Diagnosing quantum noise sources in quantum information processors via machine learning. Noise is the primary obstacle to building large-scale quantum information processors that have the potential to revolutionise our understanding of the world. This project will use the powerful techniques and methods of machine learning to identify, characterise, and correct noise sources in the next generation of quantum information processors. These innovative techniques will allow the reliability of quantum computer components to be tested, and thus help identify which candidate technologies are capable of building a scalable quantum computer.Read moreRead less
Quantum algorithms for quantum chemistry. This project aims to develop more efficient algorithms to simulate quantum chemistry on quantum computers. Quantum computers have the potential to perform calculations that would be intractable for even the largest supercomputers, but need to be programmed in a radically different way to achieve this speed. One of the most important applications of quantum computers is to simulate quantum mechanics to predict the properties of molecules and materials, an ....Quantum algorithms for quantum chemistry. This project aims to develop more efficient algorithms to simulate quantum chemistry on quantum computers. Quantum computers have the potential to perform calculations that would be intractable for even the largest supercomputers, but need to be programmed in a radically different way to achieve this speed. One of the most important applications of quantum computers is to simulate quantum mechanics to predict the properties of molecules and materials, and thereby design them. Current quantum algorithms are very resource intensive, making them impractical for the foreseeable future. The expected outcome of this project is to provide much more efficient algorithms that can be run on quantum processors in the near future.Read moreRead less
Resources for Quantum Networks. In classical information theory communication is an important resource. In quantum information theory there are the additional resources of entanglement and quantum communication. The aim of this project is to establish a complete theory of resources for quantum networks, by determining the relation between these resources, their symmetry properties, and effective ways of calculating capacities. Critical issues, such as the networking of quantum computers, quan ....Resources for Quantum Networks. In classical information theory communication is an important resource. In quantum information theory there are the additional resources of entanglement and quantum communication. The aim of this project is to establish a complete theory of resources for quantum networks, by determining the relation between these resources, their symmetry properties, and effective ways of calculating capacities. Critical issues, such as the networking of quantum computers, quantum teleportation and secure communication, require a complete theory of resources. The expected outcome of this project is a rigorous foundation for resources in quantum information that may be used to address these issues.Read moreRead less
Atomic forces for sorting ultrabright nanodiamonds. This project aims to sort fluorescent nanodiamonds according to their brightness using atomic radiation pressure. Fluorescent nanodiamonds can overcome all limitations associated with conventional fluorescent bio-labels. While readily available, their brightness varies greatly, so a method for yielding high-quality material with consistent brightness is needed. This project combines techniques from laser manipulation of cold atoms and microflui ....Atomic forces for sorting ultrabright nanodiamonds. This project aims to sort fluorescent nanodiamonds according to their brightness using atomic radiation pressure. Fluorescent nanodiamonds can overcome all limitations associated with conventional fluorescent bio-labels. While readily available, their brightness varies greatly, so a method for yielding high-quality material with consistent brightness is needed. This project combines techniques from laser manipulation of cold atoms and microfluidics to create an optofluidic method of particle separation. The proposed device could sort nanodiamonds more than a billion times faster than active sorting techniques. This is expected to lead to better tools for bio-imaging and bio-manipulation.Read moreRead less
Entanglement as resource for quantum technology. This project focuses on groundbreaking research in quantum information theory, an exciting new area of fundamental physics that underpins the development of quantum technologies. Australia has already invested heavily in one particular quantum technology: computation. Our project, if successful, will enable an Australian research effort into other quantum technologies for communication, metrology, data storage and security. This project will as ....Entanglement as resource for quantum technology. This project focuses on groundbreaking research in quantum information theory, an exciting new area of fundamental physics that underpins the development of quantum technologies. Australia has already invested heavily in one particular quantum technology: computation. Our project, if successful, will enable an Australian research effort into other quantum technologies for communication, metrology, data storage and security. This project will assist in elevating Australia to a major international research centre in quantum information theory, complementing its existing strength in experiment, and will provide extensive training of early career researchers.Read moreRead less
Quantum control in mesoscopic condensed matter systems. Semiconductor devices are at the foundation of modern technology. Industrial nanofabrication techniques can now produce devices near the atomic scale, and state-of-the-art experiments have demonstrated the previously unimaginable ability to manipulate individual electrons. This project will develop new techniques to control such quantum circuits and couple them together to form useful devices. New experiments to test these schemes will be p ....Quantum control in mesoscopic condensed matter systems. Semiconductor devices are at the foundation of modern technology. Industrial nanofabrication techniques can now produce devices near the atomic scale, and state-of-the-art experiments have demonstrated the previously unimaginable ability to manipulate individual electrons. This project will develop new techniques to control such quantum circuits and couple them together to form useful devices. New experiments to test these schemes will be proposed. This project will provide a foundation for future information processing technologies such as quantum computers.Read moreRead less
Quantum-enhanced reference systems. Reference systems, such as gyroscopes and clocks, constructed out of individual atoms or photons can have an incredible precision limited only by the laws of quantum physics. This project will investigate how such reference systems can be constructed and will propose new state-of-the-art experiments which demonstrate their power. This project will provide a foundation for future technologies necessary for navigation and communication systems, and for high-prec ....Quantum-enhanced reference systems. Reference systems, such as gyroscopes and clocks, constructed out of individual atoms or photons can have an incredible precision limited only by the laws of quantum physics. This project will investigate how such reference systems can be constructed and will propose new state-of-the-art experiments which demonstrate their power. This project will provide a foundation for future technologies necessary for navigation and communication systems, and for high-precision measurements needed for scientific and engineering applications. It will resolve many pressing problems regarding the role of reference systems in quantum theory that are currently inhibiting progress in the field.Read moreRead less
Optical realisations of continuous-variable quantum information. The project aims to develop a framework for optical realisations of continuous-variable quantum information. Such realisations offer the potential for major technological advances in quantum information processing in the near future, but are currently impeded by the lack of a well-defined theoretical foundation. This project aims to construct such a foundation, including energy cutoffs, detector resolution, and finite resources. ....Optical realisations of continuous-variable quantum information. The project aims to develop a framework for optical realisations of continuous-variable quantum information. Such realisations offer the potential for major technological advances in quantum information processing in the near future, but are currently impeded by the lack of a well-defined theoretical foundation. This project aims to construct such a foundation, including energy cutoffs, detector resolution, and finite resources. Feasible experiments to test and exploit continuous-variable quantum information processing will be proposed. The resulting framework will allow the field to progress beyond proof-of-principle demonstrations and to develop new, technology-driven quantum information protocols.Read moreRead less
Quantum algorithms for computational physics. The project intends to provide a solid base of quantum algorithms that would enable quantum computers to tackle currently insurmountable problems. Many of the highest-value applications in computing are based on solving problems in physics. Quantum computers take advantage of the power of quantum mechanics to outperform even the fastest conceivable supercomputers. This project plans to use new tools in quantum algorithms to provide much faster ways f ....Quantum algorithms for computational physics. The project intends to provide a solid base of quantum algorithms that would enable quantum computers to tackle currently insurmountable problems. Many of the highest-value applications in computing are based on solving problems in physics. Quantum computers take advantage of the power of quantum mechanics to outperform even the fastest conceivable supercomputers. This project plans to use new tools in quantum algorithms to provide much faster ways for quantum computers to simulate physics, including molecular modelling, field theories that explain elementary forces in the universe, and differential equations needed to model classical physics. The increases in computing speed have the potential to enable new technology in areas such as drug design and materials science, as well as providing testable predictions for new theories of physics.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE140101700
Funder
Australian Research Council
Funding Amount
$395,220.00
Summary
Integrated photonic quantum simulators for quantum chemistry. This project aims to develop the first generation quantum processors specifically designed to efficiently solve problems in quantum chemistry that are intractable on conventional computers. To remove the major limitations that plague current approaches, and achieve devices of unprecedented size and complexity, this project will use photonic technology and integrate, for the first time, all the critical components on a single chip. The ....Integrated photonic quantum simulators for quantum chemistry. This project aims to develop the first generation quantum processors specifically designed to efficiently solve problems in quantum chemistry that are intractable on conventional computers. To remove the major limitations that plague current approaches, and achieve devices of unprecedented size and complexity, this project will use photonic technology and integrate, for the first time, all the critical components on a single chip. These components are single photon sources, processing circuits and single photon detectors. The outputs of this project will have applications ranging from the design of new materials and drugs to determining the results of internet search engines.Read moreRead less