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Leading-colour-based unweighted event generation for multi-parton tree-level processes

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arxiv 2409.12128 v2 pith:HATSMMVC submitted 2024-09-18 hep-ph hep-ex

classification hep-phhep-ex
keywords processesaccuracyeventgenerationunweightedunweightingapproachefficiencies
verification ladder T0 review T1 audit T2 compute T3 formal

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abstract

In this work, we revisit unweighted event generation for multi-parton tree-level processes in massless QCD. We introduce a two-step approach, in which initially unweighted events are generated at leading-colour (LC) accuracy, followed by a reweighting of these events to full-colour (FC) accuracy and applying an additional unweighting cycle. This method leverages the simple structure of LC integrands, enabling optimized phase-space parameterisations and resulting in high primary unweighting efficiencies, ranging from the percent level for $2 \to 4$ processes to the per-mille level for $2 \to 7$ processes. Given that the LC-accurate matrix elements closely approximate the FC-accurate ones, the secondary unweighting efficiencies exceed 50%. Our results suggest that this two-step approach offers an efficient alternative to direct event generation at FC accuracy.

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Cited by 2 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. MadSpace -- Event Generation for the Era of GPUs and ML

    hep-ph 2026-02 conditional novelty 6.0 of 10

    MadSpace is a GPU-native compute-graph event-generation library that matches MadGraph LO physics in validation and introduces the analytic FastRambo phase-space mapping.

  2. All-gluon amplitudes with off-shell recursion in multiplet bases

    hep-ph 2025-07 conditional novelty 6.0 of 10

    A new off-shell recursion in orthogonal multiplet bases computes all-gluon tree-level color-summed squared amplitudes with estimated O(17^n) complexity, beating the factorial scaling of trace and color-flow bases.

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