From the 1 of 21 linked papers with an AI index.
21 papers
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…
Controlled Chaos in 4D SCFTs
Florent Baume, Atakan ÃavuÅoÄlu, Vivek Chakrabhavi +1
Chaotic dynamics play an important role in a number of physical systems. One of the qualitative hallmarks of this behavior is the appearance of a sufficiently "complex" spectrum of…
Quiver Approach to Symmetry Theories
Vivek Chakrabhavi, Mirjam CvetiÄ, 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…
Generalized Complexity Distances and Non-Invertible Symmetries
Jonathan J. Heckman, Rebecca J. Hicks, Chitraang Murdia
Non-invertible symmetries of a quantum field theory (QFT) are a natural generalization of unitary symmetries, but in which the product of operators does not satisfy a group multipl…
On the SymTFTs of Finite Non-Abelian Symmetries
Oren Bergman, Jonathan J. Heckman, Max Hübner +3
The -dimensional symmetry topological field theory (SymTFT) of a -dimensional absolute quantum field theory (QFT) provides a topological characterization of s…
Extra-Dimensional η-Invariants and Anomaly Theories
Mirjam CvetiÄ, Ron Donagi, Jonathan J. Heckman +1
Anomalies of a quantum field theory (QFT) constitute fundamental non-perturbatively robust data. In this paper we extract anomalies of 5D superconformal field theories (SCFTs) dire…