A survey of 24 specialized LLMs (2022-2025) claims a shift from domain fine-tuning to native architectures, but the synthesis is undermined by citation errors and selection bias.
Which shapes can appear in a Curve Shortening Flow Singularity?
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
We study possible tangles that can occur in singularities of solutions to plane Curve Shortening Flow. We exhibit solutions in which more complicated tangles with more than one self-intersection disappear into a singular point. It seems that there are many examples of this kind and that a complete classification presents a problem similar to the problem of classifying all knots in $\mathbb R^3$. As a particular example, we introduce the so-called $n$-loop curves, which generalize Matt Grayson's Figure-Eight curve, and we conjecture a generalization of the Coiculescu-Schwarz asymptotic bow-tie result, namely, a vanishing $n$-loop, when rescaled anisotropically to fit a square bounding box, converges to a "squeezed bow-tie," i.e. the curve $\{(x, y) : |x|\leq 1, y=\pm x^{n-1}\}\cup\{(\pm 1, y) : |y|\leq 1\}$. As evidence in support of the conjecture, we provide a formal asymptotic analysis on one hand, and a numerical simulation for the cases $n=3$ and $n=4$ on the other.
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cs.CL 1years
2025 1verdicts
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Survey of Specialized Large Language Model
A survey of 24 specialized LLMs (2022-2025) claims a shift from domain fine-tuning to native architectures, but the synthesis is undermined by citation errors and selection bias.