hep-ph · 2026-09-17 · No. 116

High Energy Physics - Phenomenology, 2026-09-17.

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

    Comprehensive reconstruction of collider events with hypergraph representation learning and graph-conditioned diffusion

    Lining Mao, Yvonne Peters, Ethan Simpson, Zihan Zhang

    hep-ph · cs.LG · hep-ex

    In particle collider experiments, event reconstruction is the task of inferring the kinematics of short-lived particles produced in the hard scatter from the stable final states recorded by detectors. We decompose event reconstruction into two primary tasks: assigning measured jets and charged leptons to parent particles, and predicting unmeasured neutrino kinematics. We present VyPER, a novel geometric learning framework that represents...

    arxiv.org/abs/2609.18928 · PDF

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