I am interested in resource-efficient quantum algorithms for applications in chemistry, machine learning and optimisation. I am also working in analogue based quantum computing ideas utilising naturally occuring quantum many-body dynamics found in current and near-term quantum computers for useful quantum advantage demonstrations. My work has applications among others in route optimisation and scheduling problems such as those found in logistics, aviation, shipping, finance, defence and energy sectors. On the more fundamental side, I am interested in the interface of topology, quantum supremacy, quantum many-body systems and thermalisation physics.
Selected publications:
- Qubit efficient algorithms for binary optimization problems Quantum 5, 454 (2021)
- Exponential Qubit Reduction in Optimization for Financial Transaction Settlement arXiv:2307.07193
- Qubit efficient quantum algorithms for the vehicle routing problem on quantum computers of the NISQ era arXiv:2306.08507
- Advanced Quantum TechnologyComputing Electronic Correlation Energies using Linear Depth Quantum Circuits Quantum Sci. Technol. 9, 025003 (2024)
- Signatures of a sampling quantum advantage in driven quantum many-body systems Quantum Sci. Technol. 8, 025019 (2023)