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From the 1 of 6 linked papers with an AI index.

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6 papers

hep-th2026

Learning to Trace Seiberg Dualities

Jonathan J. Heckman, Shani Meynet, Alessandro Mininno +1

The paper applies machine learning, including transformers and MLPs, to identify Seiberg dualities in supersymmetric quiver gauge theories by learning quiver mutations, showing imp…

hep-th2026

Quiver Approach to Symmetry Theories

Vivek Chakrabhavi, Mirjam Cvetič, Jonathan J. Heckman +1

Global symmetry anomalies of a quantum field theory (QFT) can be packaged as specific couplings of a higher-dimensional symmetry theory (SymTh). In this work we show that for 5D su…

hep-th2025

On the Orbifold origin of Higher Form Symmetries in Geometric Engineering

Darius Dramburg, Shani Nadir Meynet, Andrea Sangiovanni

In this work we explore the relation between orbifold singularities and higher form symmetries. Using the geometric engineering dictionary, we argue that the discrete higher symmet…

hep-th2025

Duality-Symmetry Enhancement in Maxwell Theory

Shani Meynet, Daniele Migliorati, Raffaele Savelli +1

Free Maxwell theory on general four-manifolds may, under certain conditions on the background geometry, exhibit holomorphic factorization in its partition function. We show that wh…

hep-th2025

Symmetries Beyond Branes: Geometric Engineering and Isometries

Mario De Marco, Shani Nadir Meynet

In this work we consider the relation between finite isometries of the internal space and symmetries of the transverse field theory in Geometric Engineering. On top of the establis…

hep-th2025

Inherited non-invertible duality symmetries in quiver SCFTs

Riccardo Argurio, Andrés Collinucci, Salvo Mancani +3

We revisit the construction of the duality group for -shaped quivers SCFTs and generalize it to the previously unexplored case of -shap…