New $G_2$-conifolds in $M$-theory and their Field Theory Interpretation
Bobby Samir Acharya, Lorenzo Foscolo, Marwan Najjar, Eirik Eik Svanes

TL;DR
This paper explores new $G_2$-holonomy manifolds in M-theory derived from circle bundles over Calabi-Yau cones, revealing dualities with gauge theories and supporting the geometric transitions through physical checks.
Contribution
It introduces a method to construct and analyze a broad class of $G_2$-holonomy orbifolds using Foscolo-Haskins-Nordstr"om's theorem, linking them to gauge theory dualities.
Findings
Construction of new $G_2$-holonomy orbifolds from circle bundles.
Identification of gauge theory duals in the IR for these backgrounds.
Physical checks support the proposed gauge/gravity duality.
Abstract
A recent theorem of Foscolo-Haskins-Nordstr\"om which constructs complete -holonomy orbifolds from circle bundles over Calabi-Yau cones can be utilised to construct and investigate a large class of generalisations of the -theory flop transition. We see that in many cases a UV perturbative gauge theory appears to have an infrared dual described by a smooth -holonomy background in -theory. Various physical checks of this proposal are carried out affirmatively.
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