Author

J. Heckman

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Preprint Sep 2026

Topological Band Theory for High-Dimensional Parameter Spaces

We study the topological band theory of quantum Hall systems in which the adiabatic flux parameters of an external gauge potential form a high-dimensional manifold. This situation arises both for strongly correlated matter on spatial Riemann surfaces of genus $g>1$, as well as in the formal study of matter on compact o...

Vivek Chakrabhavi, W. Chavarria, J. Heckman et al. · 0 citations

#artificial intelligence Jul 2026

Learning to Trace Seiberg Dualities

This paper uses machine learning methods to address the question of how to efficiently establish dualities of supersymmetric quiver gauge theories for Seiberg dualities of supersymmetric quiver gauge theories and finds that for quivers with a modest number of quiver nodes, different network architectures tend to outper...

J. Heckman, S. Meynet, Alessandro Mininno et al. · arXiv.org · 1 citation