hep-th · 2026-07-31 · No. 70

High Energy Physics - Theory, 2026-07-31.

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

01 — The papers

1 entries
  1. 01

    Learning to Trace Seiberg Dualities

    Jonathan J. Heckman, Shani Meynet, Alessandro Mininno, Gary Shiu

    hep-th · cs.AI · cs.LG · hep-ph

    Dualities play an important role in establishing both microscopic and emergent phenomena in a wide range of physical systems. In practice, though, it can often be computationally challenging to establish when two systems are dual, even when all of the "rules of the game" are well-known. Said differently, when confronted with two systems, how can one efficiently establish that they are in fact dual? In this paper we use machine learning...

    arxiv.org/abs/2607.28628 · PDF

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