Quantum Computing for Lattice Field Theory and High-Energy Physics

Quantum machine learning in particle physics

25 Mar 2025, 16:10

20m

National Oceanography Centre, University of Southampton

Invited Speakers and Contributions

Speaker

Marcin Jastrzebski (UCL)

Description

I provide an overview of quantum machine learning and its possible applications to experimental particle physics analysis tasks, highlighting work done by my research group. I cover reconstruction, anomaly detection, image processing, kernel methods and geometric learning.

Presentation materials

MJ_Southampton_quantum.pdf