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Reduced-order modeling (ROM) commonly refers to the construction, based on a few solutions (referred to as snapshots) of an expensive discretized partial differential equation (PDE), and the subsequent application of low-dimensional…

数值分析 · 数学 2019-05-22 Martin Hess , Alessandro Alla , Annalisa Quaini , Gianluigi Rozza , Max Gunzburger

While quantum computing provides an exponential advantage in solving linear differential equations, there are relatively few quantum algorithms for solving nonlinear differential equations. In our work, based on the homotopy perturbation…

量子物理 · 物理学 2021-12-23 Cheng Xue , Yu-Chun Wu , Guo-Ping Guo

In this paper we study higher-order difference equations which can be written as follows: $$ \mathbf{J} (y_0,y_1,...)^T = \lambda^N (y_0,y_1,...)^T, $$ where $\mathbf{J}$ is a $(2N+1)$-diagonal bounded banded matrix…

经典分析与常微分方程 · 数学 2026-04-17 Sergey M. Zagorodnyuk

This paper deals with model-order reduction of parametric partial differential equations (PPDE). More specifically, we consider the problem of finding a good approximation subspace of the solution manifold of the PPDE when only partial…

数值分析 · 数学 2017-07-04 C. Herzet , P. Héas , A. Drémeau

The article proposes an approach to complete-type and related Lyapunov-Krasovskii functionals that neither requires knowledge of the delay-Lyapunov matrix function nor does it involve linear matrix inequalities. The approach is based on…

系统与控制 · 电气工程与系统科学 2023-12-27 Tessina H. Scholl , Veit Hagenmeyer , Lutz Gröll

Hidden symmetries in a covariant Hamiltonian formulation are investigated involving gauge covariant equations of motion. The special role of the Stackel-Killing tensors is pointed out. A reduction procedure is used to reduce the original…

高能物理 - 理论 · 物理学 2015-05-30 Mihai Visinescu

We continue our exploration of the extent to which the spectrum encodes the local geometry of a locally homogeneous three-manifold and find that if $(M,g)$ and $(N,h)$ are a pair of locally homogeneous, locally non-isometric isospectral…

微分几何 · 数学 2019-11-01 Samuel Lin , Benjamin Schmidt , Craig Sutton

Modal regression estimates the local modes of the distribution of $Y$ given $X=x$, instead of the mean, as in the usual regression sense, and can hence reveal important structure missed by usual regression methods. We study a simple…

统计方法学 · 统计学 2016-03-31 Yen-Chi Chen , Christopher R. Genovese , Ryan J. Tibshirani , Larry Wasserman

Maps from a source manifold $ {\mathcal M}$ to a target manifold ${\mathcal N}$ appear in liquid crystals, colour image enhancement, texture mapping, brain mapping, and many other areas. A numerical framework to solve variational problems…

数值分析 · 数学 2017-10-27 Nathan D. King , Steven J. Ruuth

We introduce a geometric realization of noncommutative singularity resolutions. To do this, we first present a new conjectural method of obtaining conventional resolutions using coordinate rings of matrix-valued functions. We verify this…

代数几何 · 数学 2011-03-01 Charlie Beil

New nonlocal symmetries and conservation laws are derived for Maxwell's equations using a covariant system of joint vector potentials for the electromagnetic tensor field and its dual. A key property of this system, as well as of this class…

数学物理 · 物理学 2007-05-23 Stephen C. Anco , Dennis The

This paper presents a structure-exploiting nonlinear model reduction method for systems with general nonlinearities. First, the nonlinear model is lifted to a model with more structure via variable transformations and the introduction of…

数值分析 · 计算机科学 2019-07-30 Boris Kramer , Karen Willcox

LiDAR Inertial Odometry (LIO) is a critical component for many mobile robots that need to navigate without relying on external positioning (e.g., GPS). Platforms that operate autonomously in different environments and with heterogeneous…

机器人学 · 计算机科学 2026-05-21 Rowan Border , Margarita Chli

We consider the equations $u_{yy} = u_y u_{xx} - (u_x + u)u_{xy} + u_x u_y$ and $u_{yy} = (u_x + x)u_{xy} - (u_{xx} + 2)u_y$ that arise as reductions of the universal hierarchy and rdDym equations, respectively, and describe the Lie…

可精确求解与可积系统 · 物理学 2017-12-20 P. Holba , I. S. Krasil'shchik , O. I. Morozov , P. Vojcak

Inverse problems are pervasive mathematical methods in inferring knowledge from observational and experimental data by leveraging simulations and models. Unlike direct inference methods, inverse problem approaches typically require many…

计算物理 · 物理学 2019-12-20 Sheroze Sheriffdeen , Jean C. Ragusa , Jim E. Morel , Marvin L. Adams , Tan Bui-Thanh

Random sampling is a fundamental tool in modern machine learning and numerical linear algebra for reducing the computational cost of large-scale matrix problems. Existing analyses, however, rely primarily on subspace embedding guarantees,…

数值分析 · 数学 2026-05-26 Chengmei Niu , Sachin Garg , Michał Dereziński , Zhenyu Liao

An explicit formula to find symmetry recursion operators for partial differential equations (PDEs) is obtained from new results connecting variational integrating factors and non-variational symmetries. The formula is special case of a…

数学物理 · 物理学 2023-01-11 Stephen C. Anco , Bao Wang

We classify four-dimensional connected simply-connected indecomposable Lorentzian symmetric spaces $M$ with connected nontrivial isotropy group furnishing solutions of the Einstein-Yang-Mills equations. Those solutions with respect to some…

微分几何 · 数学 2025-02-04 Marco Castrillón López , Pedro M. Gadea , Eugenia Rosado Maria

We reconsider the ellipsoid method for linear inequalities. Using the ellipsoid representation of Burrell and Todd, we show the method can be viewed as coordinate descent on the volume of an enclosing ellipsoid, or on a potential function,…

最优化与控制 · 数学 2023-09-27 Michael J. Todd

This chapter investigates how symmetries can be used to reduce the computational complexity in polynomial optimization problems. A focus will be specifically given on the Moment-SOS hierarchy in polynomial optimization, where results from…

最优化与控制 · 数学 2023-05-10 Philippe Moustrou , Cordian Riener , Hugues Verdure
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