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Methods for the computation of invariants and symmetries of nonlinear evolution, wave, and lattice equations are presented. The algorithms are based on dimensional analysis, and can be implemented in any symbolic language, such as…

solv-int · 物理学 2007-05-23 Unal Goktas , Willy Hereman

State estimation aims at approximately reconstructing the solution $u$ to a parametrized partial differential equation from $m$ linear measurements, when the parameter vector $y$ is unknown. Fast numerical recovery methods have been…

数值分析 · 数学 2020-11-25 Albert Cohen , Wolfgang Dahmen , Olga Mula , James Nichols

Let $\mathcal M= (M,\mathcal O_\mathcal M)$ be a smooth supermanifold with connection $\nabla$ and Batchelor model $\mathcal O_\mathcal M\cong\Gamma_{\Lambda E^\ast}$. From $(\mathcal M,\nabla)$ we construct a connection on the total space…

微分几何 · 数学 2015-01-29 Stéphane Garnier , Matthias Kalus

Ambrose and Singer characterized connected, simply-connected and complete homogeneous Riemannian manifolds as Riemannian manifolds admitting a metric connection such that its curvature and torsion are parallel. The aim of this paper is to…

微分几何 · 数学 2014-05-06 Ignacio Luján

Solving systems of ordinary differential equations (ODEs) is essential when it comes to understanding the behavior of dynamical systems. Yet, automated solving remains challenging, in particular for nonlinear systems. Computer algebra…

机器学习 · 计算机科学 2025-06-25 Paul Kahlmeyer , Niklas Merk , Joachim Giesen

For general nonlinear mechanical systems, we derive closed-form, reduced-order models up to cubic order based on rigorous invariant manifold results. For conservative systems, the reduction is based on Lyapunov Subcenter Manifold (LSM)…

动力系统 · 数学 2020-01-08 Zsolt Veraszto , Sten Ponsioen , George Haller

We introduce the idea of constructing recursion operators for full-fledged nonlocal symmetries and apply it to the reduced quasi-classical self-dual Yang-Mills equation. It turns out that the discovered recursion operators can be…

可精确求解与可积系统 · 物理学 2023-10-18 Jirina Jahnova , Petr Vojcak

It is known that many equations of interest in Mathematical Physics display solutions which are only asymptotically invariant under transformations (e.g. scaling and/or translations) which are not symmetries of the considered equation. In…

数学物理 · 物理学 2015-06-26 G. Gaeta , D. Levi , R. Mancinelli

We reframe linear dimensionality reduction as a problem of Bayesian inference on matrix manifolds. This natural paradigm extends the Bayesian framework to dimensionality reduction tasks in higher dimensions with simpler models at greater…

统计计算 · 统计学 2016-06-15 Andrew Holbrook , Alexander Vandenberg-Rodes , Babak Shahbaba

We extend Lie's classical method for finding group invariant solutions to the case of non-transverse group actions. For this extension of Lie's method we identify a local obstruction to the principle of symmetric criticality. Two examples…

数学物理 · 物理学 2009-10-31 I. Anderson , M. Fels , C. Torre

We present canonical quantiles and depths for directional data following a distribution which is elliptically symmetric about a direction $\mu$ on the sphere $\mathcal{S}^{d-1}$. Our approach extends the concept of Ley et al. [1], which…

统计理论 · 数学 2022-10-13 Konstantin Hauch , Claudia Redenbach

We discuss the role and merits of symmetry methods for the analysis of biological systems. In particular, we consider systems of first order ordinary differential equations and provide a comprehensive review of the geometrical foundations…

定量方法 · 定量生物学 2022-02-11 Johannes Borgqvist , Fredrik Ohlsson , Ruth E. Baker

We derive a method for finding Lie Symmetries for third-order difference equations. We use these symmetries to reduce the order of the difference equations and hence obtain the solutions of some third-order difference equations. We also…

可精确求解与可积系统 · 物理学 2017-01-25 S. Mamba , M. K. Folly-Gbetoula , A. H. Kara

The framework of Baikov-Gazizov-Ibragimov approximate symmetries has proven useful for many examples where a small perturbation of an ordinary differential equation (ODE) destroys its local symmetry group. For the perturbed model, some of…

数学物理 · 物理学 2021-04-02 Mahmood R. Tarayrah , Alexei F. Cheviakov

Point singularities of solutions to the classical Lane-Emden-Serrin equation have a polyhomogeneous asymptotic expansion whose logarithmic corrections are determined by a first order ODE. Surprisingly, we are able to discover such an ODE…

偏微分方程分析 · 数学 2024-05-13 Hardy Chan , Azahara DelaTorre

Geometric integration theory can be employed when numerically solving ODEs or PDEs with constraints. In this paper, we present several one-step algorithms of various orders for ODEs on a collection of spheres. To demonstrate the versatility…

数值分析 · 数学 2011-12-05 Debra Lewis , Nilima Nigam

In this paper, a descent method for nonsmooth multiobjective optimization problems on complete Riemannian manifolds is proposed. The objective functions are only assumed to be locally Lipschitz continuous instead of convexity used in…

最优化与控制 · 数学 2025-01-14 Chunming Tang , Hao He , Jinbao Jian , Miantao Chao

This paper is devoted to the analysis of a second order method for recovering the \emph{a priori} unknown shape of an inclusion $\omega$ inside a body $\Omega$ from boundary measurement. This inverse problem - known as electrical impedance…

最优化与控制 · 数学 2007-05-23 Lekbir Afraites , Marc Dambrine , Djalil Kateb

In this paper we introduce an observer design framework for ordinary differential equation (ODE) systems based on various types of existing or even novel one-parameter symmetries (exact, asymptotic and variational) ending up with a certain…

系统与控制 · 电气工程与系统科学 2025-04-02 Stefano Battilotti

A method is introduced for the construction of meshless discretization schemes which preserve Lie symmetries of the differential equations that these schemes approximate. The method exploits the fact that equivariant moving frames provide a…

数学物理 · 物理学 2015-06-11 Alexander Bihlo