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We argue that all building blocks of transformer models can be expressed with a single concept: combinatorial Hopf algebra. Transformer learning emerges as a result of the subtle interplay between the algebraic and coalgebraic operations of…

Machine Learning · Computer Science 2023-02-06 Adam Nemecek

Combinatorial Hopf algebras give a linear algebraic structure to infinite families of combinatorial objects, a technique further enriched by the categorification of these structure via the representation theory of families of algebras. This…

Combinatorics · Mathematics 2021-11-08 Farid Aliniaeifard , Nathaniel Thiem

We propose several constructions of commutative or cocommutative Hopf algebras based on various combinatorial structures, and investigate the relations between them. A commutative Hopf algebra of permutations is obtained by a general…

Combinatorics · Mathematics 2013-02-12 F. Hivert , J. -C. Novelli , J. -Y. Thibon

We reinvestigate Kreimer's Hopf algebra structure of perturbative quantum field theories with a special emphasis on overlapping divergences. Kreimer first disentangles overlapping divergences into a linear combination of disjoint and nested…

High Energy Physics - Theory · Physics 2011-09-13 Thomas Krajewski , Raimar Wulkenhaar

Starting from a recently-introduced algebraic structure on spin foam models, we define a Hopf algebra by dividing with an appropriate quotient. The structure, thus defined, naturally allows for a mirror analysis of spin foam models with…

General Relativity and Quantum Cosmology · Physics 2010-12-06 Adrian Tanasa

We propose several constructions of commutative or cocommutative Hopf algebras based on various combinatorial structures, and investigate the relations between them. A commutative Hopf algebra of permutations is obtained by a general…

Combinatorics · Mathematics 2007-05-23 F. Hivert , J. -C. Novelli , J. -Y. Thibon

Using techniques from the theory of von Neumann algebras, we propose a framework for addressing questions of controllability of bilinear systems on infinite dimensional Hilbert spaces. In the setup, we assume only that the drift and control…

Optimization and Control · Mathematics 2026-05-14 Dimitrios Giannakis , Gage Hoefer

We use the Hopf algebra structure of the time-ordered algebra of field operators to generate all connected weighted Feynman graphs in a recursive and efficient manner. The algebraic representation of the graphs is such that they can be…

Mathematical Physics · Physics 2008-11-26 Angela Mestre , Robert Oeckl

The method of regions is an approach for developing asymptotic expansions of Feynman Integrals. We focus on expansions in Euclidean signature, where the method of regions can also be formulated as an expansion by subgraph. We show that for…

High Energy Physics - Theory · Physics 2024-08-27 Mrigankamauli Chakraborty , Franz Herzog

The Connes-Kreimer Hopf algebra of rooted trees, its dual, and the Foissy Hopf algebra of of planar rooted trees are related to each other and to the well-known Hopf algebras of symmetric and quasi-symmetric functions via a pair of…

Quantum Algebra · Mathematics 2009-11-09 Michael E. Hoffman

In this paper, we present a Hopf algebra description of a bosonic quantum model, using the elementary combinatorial elements of Bell and Stirling numbers. Our objective in doing this is as follows. Recent studies have revealed that…

Mathematical Physics · Physics 2015-06-04 Allan I. Solomon , Gerard E. H. Duchamp , Pawel Blasiak , Andrzej Horzela , Karol A. Penson

The notion of inner linear Hopf algebra is a generalization of the notion of discrete linear group. In this paper, we prove two general results that enable us to enlarge the class of Hopf algebras that are known to be inner linear: the…

Quantum Algebra · Mathematics 2010-04-01 Nicolas Andruskiewitsch , Julien Bichon

Noncrossing arc diagrams are combinatorial models for the equivalence classes of the lattice congruences of the weak order on permutations. In this paper, we provide a general method to endow these objects with Hopf algebra structures.…

Combinatorics · Mathematics 2023-11-14 Vincent Pilaud

We develop a sound and complete graphical theory for discrete linear time-invariant dynamical systems. The graphical syntax, as in previous work, is closely related to the classical notion of signal flow diagrams, differently from previous…

Systems and Control · Computer Science 2017-03-30 Brendan Fong , Paolo Rapisarda , Paweł Sobociński

This paper provides a dendriform-tree setting for Fliess operators with matrix-valued inputs. This class of analytic nonlinear input-output systems is convenient, for example, in quantum control. In particular, a description of such Fliess…

Combinatorics · Mathematics 2020-12-08 Luis A. Duffaut Espinosa , W. Steven Gray , Kurusch Ebrahimi-Fard

A Yang-Baxter relation-based formalism for generalized quantum affine algebras with the structure of an infinite Hopf family of (super-) algebras is proposed. The structure of the infinite Hopf family is given explicitly on the level of $L$…

Mathematical Physics · Physics 2007-05-23 Niall MacKay , Liu Zhao

This paper provides a primer in quantum field theory (QFT) based on Hopf algebra and describes new Hopf algebraic constructions inspired by QFT concepts. The following QFT concepts are introduced: chronological products, S-matrix, Feynman…

High Energy Physics - Theory · Physics 2014-11-18 Christian Brouder

The controlled-NOT gate of qubit quantum circuits is shown to be described in terms of a Hopf algebra. Accordingly, any qubit quantum circuit can be expressed as the Hopf algebraic computations and unitary transformations on one qubit.

Quantum Physics · Physics 2010-02-25 Naoki Sasakura

A commutative but not cocommutative graded Hopf algebra $\Hn$, based on ordered rooted trees, is studied. This Hopf algebra generalizes the Hopf algebraic structure of unordered rooted trees $\Hc$, developed by Butcher in his study of…

Commutative Algebra · Mathematics 2007-05-23 H. Z. Munthe-Kaas , W. M. Wright

We attach to any linear endomorphism f of any vector space V a structure of prelie algebra on the shuffle algebra T(V); we describe its enveloping algebra, the dual Hopf algebra and the associated group of characters. For f=Id\_V, we find…

Rings and Algebras · Mathematics 2014-12-24 Loïc Foissy