May 27 – 28, 2024
MLIT
Europe/Moscow timezone

Mathematical aspects of QUBO formulations for particle tracking algorithms

May 28, 2024, 12:40 PM
20m
MLIT, 5-th Floor, Conference Hall

MLIT, 5-th Floor, Conference Hall

Speaker

Martin Bures (JINR, LIT)

Description

SPD (Spin Physics Detector) is a planned future experiment on
the NICA megascience project developed in Dubna. Based on modeling data
of the SPD experiment, this work is the first attempt to use the Hopfield
network approach to formulate a QUBO problem and use simulated annealing
to estimate the feasibility of the future use of quantum annealing to speed up present SPD particle tracking approaches. In this talk, we will stress several aspects of formulating particle tracking as QUBO, especially how to implement constraints.

Primary author

Martin Bures (JINR, LIT)

Co-authors

Prof. Gennady Ososkov (Joint Institute for Nuclear Research) Ivan Kadochnikov (JINR)

Presentation materials

There are no materials yet.