hep-lat · 2026-07-09 · No. 48

High Energy Physics - Lattice, 2026-07-09.

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

01 — The papers

1 entries
  1. 01

    Weight-Space Physics: Interpretable Hypernetworks for Lattice Quantum Field Theories

    Tobias Göbel, Julian R. Ebelt, Zier Mensch, Mathis Gerdes, Miranda C. N. Cheng

    hep-lat · cs.LG

    Lattice field theory is the workhorse of non-perturbative physics, used to simulate phenomena from the strong nuclear force to critical phenomena in materials. Its Boltzmann distributions are parametrized analytically by coupling constants, but these bare parameters are weak predictors of observables -- extracting physics typically requires extensive simulation. While normalizing flows have emerged as effective samplers at fixed couplings, it...

    arxiv.org/abs/2607.07127 · PDF

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