HOMFLY polynomial
PulseAugur coverage of HOMFLY polynomial — every cluster mentioning HOMFLY polynomial across labs, papers, and developer communities, ranked by signal.
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New research shows exponential decay in link invariant detection probabilities
A new research paper published on arXiv details the exponential decay in detection probabilities for link invariants among prime alternating links. The study, authored by Daniel Tubbenhauer, demonstrates that for many s…
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New PINN framework detailed for geometric analysis problems
This paper, a companion to a previous work, details a machine learning framework using physics-informed neural networks (PINNs) for constructing minimal discs in hyperbolic space. It focuses on methodological aspects, e…
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AI framework tests knot theory conjecture with minimal surfaces
Researchers have developed a novel machine learning framework using Physics-Informed Neural Networks (PINNs) to explore the relationship between knot theory and minimal surfaces. This framework was used to test a conjec…