hep-ph · 2026-06-10 · No. 19

High Energy Physics - Phenomenology, 2026-06-10.

1 new papers in hep-ph. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Efficient AI-Inspired Reduction of Feynman Integrals via Tube Seeding

    Justin Berman, Francois Charton, Andres Luna, Matthias Wilhelm, Mao Zeng

    hep-ph · cs.LG · hep-th

    In this paper, we use machine learning to discover a new seeding strategy for integration-by-parts reduction of Feynman integrals, which is a frequent bottleneck in state-of-the-art calculations in theoretical particle and gravitational-wave physics. Our strategy allows us to reduce multi-loop integrals with large numerator powers via essentially the standard Laporta algorithm but with a sparse selection of seed integrals that grows only...

    arxiv.org/abs/2606.10698 · PDF

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