The project is motivated by the UQ and CSIRO scientists who were seeking collaboration by implementing quantum algorithms on the UQ quantum hardware. Despite having access to IBM cloud computers, researchers need more detailed knowledge of specific hardware, avoid long waiting times for execution of their algorithms and test their hypothesis on small-scale but specialised quantum systems. After consulting with researchers from academia, quantum tech start-ups, and AI companies, we identified the unserved need for direct access to small-scale quantum processors that enable the development and perfection of low-level hardware interfaces and controls, error correction, novel computing designs, and modes, such as well as providing fair assessment of performance on identical hardware when developing low in the computing stack.
The foundation users indicated in the Project Delivery Plan will be among the first facility users (10-20 regular users per year), but it is expected that the number of users will grow further with a set of computational tasks quickly expanding to include basic implementations of error-correction codes, quantum feedback protocols such as quantum distillation, and others.
In the long term, we expect NQCT to be the enabling facility, including revolutionary new avenues such as quantum physical neural networks (QPNNs) and quantum-inspired AI. The concept of the facility will allow a QPNN R&D effort that leverages UQ's and Queensland's particular expertise in this cutting-edge field with a huge potential for Australia to capture the value.
Finally, we expect NCQT to be the learning platform of choice for students, apprentices, and future 'hardware-aware' quantum engineers. We also registered considerable interest from international researchers and expect the international demand will increase after the facility has been launched.