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News/Minimal surfaces, Knots, and Neural Networks
arxiv
PublishedJune 12, 2026 at 4:00 AM
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Minimal surfaces, Knots, and Neural Networks

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Publisher summary· verbatim

arXiv:2605.26234v2 Announce Type: replace-cross Abstract: A recent conjecture by Joel Fine posits a relationship between the coefficients of the HOMFLY polynomial of a knot $K$ in the 3-sphere $S^3$, and the signed count of minimal surfaces in hyperbolic 4-space $\mathrm{H}^4$ meeting the sphere at

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    Physics-Informed Neural Networks (PINNs)
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    Physics-Informed Neural Networks (PINNs)
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