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math.GT2022★ 2 cited
Illuminating new and known relations between knot invariants
Jessica Craven, Mark Hughes, Vishnu Jejjala +1
We automate the process of machine learning correlations between knot invariants. For nearly 200,000 distinct sets of input knot invariants together with an output invariant, we at…
hep-th2022
(K)not machine learning
Jessica Craven, Mark Hughes, Vishnu Jejjala +1
We review recent efforts to machine learn relations between knot invariants. Because these knot invariants have meaning in physics, we explore aspects of Chern-Simons theory and hi…