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Disentangling a deep learned volume formula

Craven, J; Jejjala, V; Kar, A

Craven, J (corresponding author), Univ Witwatersrand, Sch Phys, Mandelstam Inst Theoret Phys, NITheP, ZA-2050 Johannesburg, South Africa.; Craven, J (corresponding author), Univ Witwatersrand, CoE MaSS, ZA-2050 Johannesburg, South Africa.

JOURNAL OF HIGH ENERGY PHYSICS, 2021; (6):

Abstract

We present a simple phenomenological formula which approximates the hyperbolic volume of a knot using only a single evaluation of its Jones polynomial......

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