17–18 Dec 2025
Centre for Particle Theory
Europe/London timezone

Optimisation on Riemannian Manifolds & Quantum Algorithms

17 Dec 2025, 19:00
20m
Ogden Centre East OC218 (Centre for Particle Theory)

Ogden Centre East OC218

Centre for Particle Theory

Speaker

Andres Arcia Lopez

Description

The design of new quantum algorithms remains an unintuitive and elusive area that has lagged behind the rest of the developments of quantum computing. Despite decades of research, we have developed very few quantum techniques, in part due to the lack of a unifying framework to aid our understanding of existing ones and to facilitate the design of new ones. A promising route, particularly beneficial for quantum search algorithms, such as Grover's, is optimisation on Riemannian manifolds. Studying optimisation flows on the unitary manifold has recently been established to be directly linked to Grover's algorithm, providing key insights into its quadratic speed-up relative to its classical counterpart. During my talk, I will show how this link arises and present the direction of current work.

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