arXiv · 2412.19313
Metaheuristic Generation of Brane Tilings
Abstract
The combinatorics of dimer models on brane tilings describe a large class of four-dimensional $\mathcal{N}=1$ gauge theories that afford quiver descriptions and have toric moduli spaces. We introduce a combinatorial optimization method leveraging simulated annealing to explicitly construct geometrically consistent brane tilings, providing a proof of concept for efficient generation of gauge theories using metaheuristic techniques. The implementation of this idea recovers known examples and allows us to derive a new brane tiling with $26$ quantum fields, illustrating the potential of metaheuristic techniques as a valuable addition to the toolbox for constructing and analyzing gauge theories from brane tilings.
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Yang-Hui He, Vishnu Jejjala, Tomás S. R. Silva. 2024-12-26. Metaheuristic Generation of Brane Tilings. https://doi.org/10.1016/j.physletb.2025.139365
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