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Deterministic Annealing as a jet clustering algorithm in hadronic collisions

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arxiv hep-ph/0407214 v2 pith:MWZL4JFA submitted 2004-07-19 hep-ph

classification hep-ph
keywords annealingdeterministicalgorithmcollisionshadronicproblemableadapted
verification ladder T0 review T1 audit T2 compute T3 formal

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We show that a general purpose clusterization algorithm, Deterministic Annealing, can be adapted to the problem of jet identification in particle production by high energy collisions. In particular we consider the problem of jet searching in events generated at hadronic colliders. Deterministic Annealing is able to reproduce the results obtained by traditional jet algorithms and to exhibit a higher degree of flexibility.

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Cited by 1 Pith paper

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  1. Quantum Algorithms for Jet Clustering

    hep-ph 2019-08 accept novelty 7.0 of 10

    Thrust can be computed in O(N^2) time with a Grover-based quantum algorithm under a sequential data-loading model, and in O(N^2 log N) time classically with sorting, but the quantum advantage is only formal for very r...

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