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Found 2 papers, 1 papers with code
Learning knot invariants across dimensions
We find that a two-layer feed-forward neural network can predict $s$ from $\text{Kh}(q,-q^{-4})$ with greater than $99\%$ accuracy.
Disentangling a Deep Learned Volume Formula
We present a simple phenomenological formula which approximates the hyperbolic volume of a knot using only a single evaluation of its Jones polynomial at a root of unity.
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