A QUBO formulation of detector unfolding, implemented in QUnfold, matches RooUnfold accuracy on four synthetic distributions and runs on D-Wave hybrid quantum-classical solvers.
Unfolding as Quantum Annealing.Journal of High Energy Physics, 2019(11):128, November 2019
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Optimization-based Unfolding in High-Energy Physics
A QUBO formulation of detector unfolding, implemented in QUnfold, matches RooUnfold accuracy on four synthetic distributions and runs on D-Wave hybrid quantum-classical solvers.