hep-ph · 2026-08-25 · No. 95

High Energy Physics - Phenomenology, 2026-08-25.

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 Boltzmann Equations

    Jonas Spinner, Jack Shergold

    hep-ph · cs.LG · stat.ML

    The dynamics of particles in the early universe are described by Boltzmann equations, which involve high-dimensional phase-space integrals. Classical approaches use quadrature integration and evolve the system on a fixed momentum grid, which scales poorly to complicated systems and parameter scans, severely limiting the complexity of processes that can be studied. We introduce Neural Boltzmann Equations (NBEs), which combine three coupled...

    arxiv.org/abs/2608.23022 · PDF

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