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We introduce steerable neural ordinary differential equations on homogeneous spaces $M=G/H$. These models constitute a novel geometric extension of manifold neural ordinary differential equations (NODEs) that transport associated feature…

机器学习 · 计算机科学 2026-05-13 Emma Andersdotter , Daniel Persson , Fredrik Ohlsson

We analyze the structure of the Poincar\'e map $\Pi$ associated to a monodromic singularity of an analytic family of planar vector fields. We work under two assumptions. The first one is that the family possesses an inverse integrating…

动力系统 · 数学 2024-12-13 Isaac A. García , Jaume Giné

Let ${\mathbb{F}_{q}}$ be the finite field of order $q$. Let $G$ be one of the three groups ${\rm GL}(n, \mathbb{F}_q)$, ${\rm SL}(n, \mathbb{F}_q)$ or ${\rm U}(n, \mathbb{F}_q)$ and let $W$ be the standard $n$-dimensional representation of…

交换代数 · 数学 2017-09-11 Yin Chen , David L. Wehlau

Let $W$ be an $n$-dimensional vector space over a finite field $\mathbb{F}_q$ of any characteristic and $mW$ denote the direct sum of $m$ copies of $W$. Let $\mathbb{F}_q[mW]^{{\rm GL}(W)}$ and $\mathbb{F}_q(mW)^{{\rm GL}(W)}$ denote the…

交换代数 · 数学 2020-03-02 Yin Chen , Zhongming Tang

We investigate, using the notion of linear quotients, significative classes of connected graphs whose monomial edge ideals, not necessarily squarefree, have linear resolution, in order to compute standard algebraic invariants of the…

环与代数 · 数学 2012-10-30 Maurizio Imbesi , Monica La Barbiera

Attention is drawn to the mathematical equality of rights of symmetrical constituents derived affinor of a vector field in relation to its antisymmetric constituents. In this regard, raises the question not only of equitable accounting, but…

综合物理 · 物理学 2016-05-24 Y. A. Alebastrov

We elucidate the vector space (twisted relative cohomology) that is Poincar\'e dual to the vector space of Feynman integrals (twisted cohomology) in general spacetime dimension. The pairing between these spaces - an algebraic invariant…

高能物理 - 理论 · 物理学 2022-01-05 Simon Caron-Huot , Andrzej Pokraka

An extension of the notion of solvable structure for involutive distributions of vector fields is introduced. The new structures are based on a generalization of the concept of symmetry of a distribution of vector fields, inspired in the…

可精确求解与可积系统 · 物理学 2023-06-21 A. J. Pan-Collantes , A. Ruiz , C. Muriel , J. L. Romero

We consider a system of ODE in a Fr\'echet space with unconditional Schauder basis. The right side of the ODE is a discontinuous function. Under certain monotonicity conditions we prove an existence theorem for the corresponding initial…

经典分析与常微分方程 · 数学 2022-06-13 Oleg Zubelevich

We introduce a notion of refinements in the context of patching, in order to obtain new results about local-global principles and field invariants in the context of quadratic forms and central simple algebras. The fields we consider are…

环与代数 · 数学 2018-05-11 David Harbater , Julia Hartmann , Daniel Krashen

We consider the general nonvanishing, divergence-free vector fields defined on a domain in three space and tangent to its boundary. Based on the theory of finite type invariants, we define a family of invariants for such fields, in the…

几何拓扑 · 数学 2019-02-20 R. Komendarczyk , I. Volic

After sketching the basic theory of injective ideals of homogeneous polynomials, we characterize injective polynomial ideals by means of a domination property and applications of this characterization to some classical operator ideals and…

泛函分析 · 数学 2019-05-08 Geraldo Botelho , Leodan A. Torres

We characterize all graphs whose binomial edge ideals have pure resolutions. Moreover, we introduce a new switching of graphs which does not change some algebraic invariants of graphs, and using this, we study the linear strand of the…

组合数学 · 数学 2014-01-22 Dariush Kiani , Sara Saeedi Madani

Dynamical system models such as Recurrent Neural Networks (RNNs) have become increasingly popular as hypothesis-generating tools in scientific research. Evaluating the dynamics in such networks is key to understanding their learned…

机器学习 · 计算机科学 2024-02-16 Ruiqi Chen , Giacomo Vedovati , Todd Braver , ShiNung Ching

We construct a polynomial planar vector field of degree two with one invariant algebraic curves of large degree. We exhibit an explicit quadratic vector fields which invariant curves of degree nine, twelve, fifteen and eighteen degree.

动力系统 · 数学 2009-04-30 R. Ramirez , N. Sadovskaia

The proposed framework named IDEAL (Interpretable-by-design DEep learning ALgorithms) recasts the standard supervised classification problem into a function of similarity to a set of prototypes derived from the training data, while taking…

机器学习 · 计算机科学 2023-11-21 Plamen Angelov , Dmitry Kangin , Ziyang Zhang

In this article, we study model-theoretic properties of algebraic differential equations of order $2$, defined over constant differential fields. In particular, we show that the set of solutions of a general differential equation of order…

逻辑 · 数学 2022-02-09 Rémi Jaoui

Let S be a polynomial algebra over a field. If I is the edge ideal of a perfect semiregular tree, then we give precise formulas for values of depth, Stanley depth, projective dimension, regularity and Krull dimension of S/I.

交换代数 · 数学 2022-11-11 Bakhtawar Shaukat , Ahtsham Ul Haq , Muhammad Ishaq

We obtain global and local theorems on the existence of invariant manifolds for perturbations of non autonomous linear differential equations assuming a very general form of dichotomic behavior for the linear equation. Besides some new…

动力系统 · 数学 2013-10-03 António J. G. Bento , César M. Silva

Invariants allow to classify images up to the action of a group of transformations. In this paper we introduce notions of the algebras of simultaneous polynomial and rational 2D moment invariants and prove that they are isomorphic to the…

计算机视觉与模式识别 · 计算机科学 2019-09-04 Leonid Bedratyuk