Quantum
What we do
QCIF Quantum is QCIF’s newest capability, focused on accelerating the adoption and application of quantum technologies across research, industry, and government.
Our team works with academic, commercial, and government partners to bridge the gap between theory and practical implementation, integrating quantum approaches into real-world workflows.
We also support workforce development through training programs and industry collaborations, helping prepare Queensland and Australia for the emerging quantum economy.
Leveraging QCIF’s advanced computing infrastructure, including high-performance computing and cloud services, we help researchers and innovators explore how quantum computing can deliver breakthroughs that are beyond the reach of classical systems.
Focus Area
Quantum Optimisation
We design and implement quantum optimisation solutions for complex decision-making problems such as transport planning, logistics, and energy grid management.
By leveraging algorithms like Quantum Approximate Optimisation Algorithm (QAOA) and hybrid quantum-classical methods, we enable more efficient solutions to these problems.
Quantum Machine Learning
Our team applies quantum machine learning techniques to low-data and high-noise domains where traditional AI struggles. Applications include bioinformatics, healthcare analytics, and early-stage drug discovery, where quantum algorithms can provide new ways to extract insights from limited datasets and improve predictive performance.
Quantum-Enhanced AI for Science
We explore the use of quantum mechanics to enhance AI models, particularly in fields such as structural biology and materials science. This includes work on protein structure prediction, molecular modelling, and other complex simulations, pushing the boundaries of what AI and quantum systems can achieve together.
Training & Workforce Development
QCIF partners with TAFE Queensland, universities, and government to develop and deliver training programs for the quantum workforce of the future.
These programs range from vocational courses for technicians supporting quantum hardware to specialist workshops for researchers and industry professionals.
