hep-ph · 2026-07-27 · No. 66

High Energy Physics - Phenomenology, 2026-07-27.

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

    Neural solutions of coupled ghost and gluon Dyson--Schwinger equations in Landau gauge

    Rodrigo Carmo Terin

    hep-ph · cs.LG · hep-lat · hep-th

    The coupled ghost and gluon Dyson--Schwinger equations (DSEs) of four-dimensional Landau-gauge Yang--Mills (YM) theory are solved with a neural representation trained only from renormalized equation residuals. The neural and fixed-point solutions agree at the percent level and remain stable under changes of initialization, network size, integration grid, and infrared boundary condition. Variations of the three-gluon vertex model produce...

    arxiv.org/abs/2607.21548 · PDF

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