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Related papers: Learning knot invariants across dimensions

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In this thesis we work with Khovanov homology of links and its generalizations, as well as with the homology of graphs. Khovanov homology of links consists of graded chain complexes which are link invariants, up to chain homotopy, with…

Quantum Algebra · Mathematics 2016-09-07 Marko Stosic

Invariant and equivariant networks have been successfully used for learning images, sets, point clouds, and graphs. A basic challenge in developing such networks is finding the maximal collection of invariant and equivariant linear layers.…

Machine Learning · Computer Science 2019-05-01 Haggai Maron , Heli Ben-Hamu , Nadav Shamir , Yaron Lipman

We construct knot invariants from solutions to the Yang--Baxter equation associated to appropriately generalized left/right Yetter--Drinfel'd modules over a braided Hopf algebra with an automorphism. When applied to Nichols algebras, our…

Geometric Topology · Mathematics 2024-04-24 Stavros Garoufalidis , Rinat Kashaev

We study the knot invariant based on the quantum dilogarithm function. This invariant can be regarded as a non-compact analogue of Kashaev's invariant, or the colored Jones invariant, and is defined by an integral form. The 3-dimensional…

Mathematical Physics · Physics 2007-05-23 Kazuhiro Hikami

We propose Lattice gauge equivariant Convolutional Neural Networks (L-CNNs) for generic machine learning applications on lattice gauge theoretical problems. At the heart of this network structure is a novel convolutional layer that…

High Energy Physics - Lattice · Physics 2022-02-22 Matteo Favoni , Andreas Ipp , David I. Müller , Daniel Schuh

We describe in this talk three methods of constructing different links with the same Jones type invariant. All three can be thought as generalizations of mutation. The first combines the satellite construction with mutation. The second uses…

Geometric Topology · Mathematics 2007-05-23 Jozef H. Przytycki

We propose a conjecture to compute the all-order asymptotic expansion of the colored Jones polynomial of the complement of a hyperbolic knot, J_N(q = exp(2u/N)) when N goes to infinity. Our conjecture claims that the asymptotic expansion of…

Mathematical Physics · Physics 2016-10-05 Gaëtan Borot , Bertrand Eynard

Using the skew-Hopf pairing, we obtain $\mathcal{R}$-matrix for the two-parameter quantum algebra $U_{v,t}$. We further construct a strict monoidal functor $\mathcal{T}$ from the tangle category $(\mathrm{OTa},\otimes, \emptyset)$ to the…

Quantum Algebra · Mathematics 2024-12-29 Zhaobing Fan , Junjing Xing

In this manuscript we introduce a method to measure entanglement of curves in 3-space that extends the notion of knot and link polynomials to open curves. We define the bracket polynomial of curves in 3-space and show that it has real…

Geometric Topology · Mathematics 2021-04-28 Eleni Panagiotou , Louis H. Kauffman

In this work we demonstrate that the q-numbers and their two-parameter generalization, the q,p-numbers, can be used to obtain some polynomial invariants for torus knots and links. First, we show that the q-numbers, which are closely…

Mathematical Physics · Physics 2010-01-27 A. M. Gavrilik , A. M. Pavlyuk

We define and study a bigraded knot invariant whose Euler characteristic is the Alexander polynomial, closely connected to knot Floer homology. The invariant is the homology of a chain complex whose generators correspond to Kauffman states…

Geometric Topology · Mathematics 2018-02-06 Peter Ozsvath , Zoltan Szabo

We introduce a diagrammatic approach to Rasmussen's $s$-invariant, based on Bar-Natan's reformulation of Khovanov homology for tangles and cobordisms. This method enables a local computation of $s$ from a tangle decomposition of a knot…

Geometric Topology · Mathematics 2025-08-11 KeeTaek Kim , Taketo Sano

Knot and link polynomials are topological invariants calculated from the expectation value of loop operators in topological field theories. In 3D Chern-Simons theory, these invariants can be found from crossing and braiding matrices of…

High Energy Physics - Theory · Physics 2015-11-24 Oleg Alekseev , Fábio Novaes

In 1999, Khovanov showed that a link invariant known as the Jones polynomial is the Euler characteristic of a homology theory. The knot categorification problem is to find a general construction of knot homology groups, and to explain their…

Geometric Topology · Mathematics 2022-08-01 Mina Aganagic

It is conjectured that the Khovanov homology of a knot is invariant under mutation. In this paper, we review the spanning tree complex for Khovanov homology, and reformulate this conjecture using a matroid obtained from the Tait graph…

Geometric Topology · Mathematics 2009-04-22 Abhijit Champanerkar , Ilya Kofman

We develop an approach to Khovanov homology of knots via gauge theory (previous physics-based approches involved other descriptions of the relevant spaces of BPS states). The starting point is a system of D3-branes ending on an NS5-brane…

High Energy Physics - Theory · Physics 2011-08-12 Edward Witten

Using the vertex model approach for braid representations, we compute polynomials for spin-1 placed on hyperbolic knots up to 15 crossings. These polynomials are referred to as 3-colored Jones polynomials or adjoint Jones polynomials.…

Geometric Topology · Mathematics 2025-12-23 Mark Hughes , Vishnu Jejjala , P. Ramadevi , Pratik Roy , Vivek Kumar Singh

By now it is well established that the quantum dimensions of descendants of the adjoint representation can be described in a universal form, independent of a particular family of simple Lie algebras. The Rosso-Jones formula then implies a…

High Energy Physics - Theory · Physics 2018-01-09 A. Mironov , A. Morozov

Polynomial invariants constitute a dynamic and essential area of study in the mathematical theory of knots. From the pioneer Alexander polynomial, the revolutionary Jones polynomial, to the collectively discovered HOMFLYPT polynomial, just…

Geometric Topology · Mathematics 2024-12-31 Alan Hernandez-Flores , Gabriel Montoya-Vega

Colored HOMFLY-PT invariant, the generalization of the colored Jones polynomial, is one of the most important quantum invariants of links. This paper is devoted to investigating the basic structures of the colored HOMFLY-PT invariants of…

Geometric Topology · Mathematics 2015-11-17 Qingtao Chen , Kefeng Liu , Pan Peng , Shengmao Zhu