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We propose and analyze a new stabilized cut finite element method for the Laplace-Beltrami operator on a closed surface. The new stabilization term provides control of the full $\mathbb{R}^3$ gradient on the active mesh consisting of the…

数值分析 · 数学 2016-08-24 Erik Burman , Peter Hansbo , Mats G. Larson , André Massing , Sara Zahedi

We introduce a new family of discontinuous Galerkin (DG) finite element schemes for the discretization of first order systems of hyperbolic partial differential equations (PDE) on unstructured simplex meshes in two and three space…

数值分析 · 数学 2025-08-20 R. Abgrall , M. Dumbser , P. H. Maire

We present a new high order finite element method for the discretization of partial differential equations on stationary smooth surfaces which are implicitly described as the zero level of a level set function. The discretization is based…

数值分析 · 数学 2017-04-17 Jörg Grande , Christoph Lehrenfeld , Arnold Reusken

This work aims to construct and analyze a discontinuous Galerkin method on polytopal grids (PolydG) to solve the pseudo-stress formulation of the unsteady Stokes problem. The pseudo-stress variable is introduced due to the growing interest…

数值分析 · 数学 2025-12-03 Paola F. Antonietti , Michele Botti , Alessandra Cancrini , Ilario Mazzieri

Symmetry-preserving (mimetic) discretization aims to preserve certain properties of a continuous differential operator in its discrete counterpart. For these discretizations, stability and (discrete) conservation of mass, momentum and…

数值分析 · 数学 2019-09-25 B. van 't Hof , M. J. Vuik

Stochastic gradient descent (SGD) is a pillar of modern machine learning, serving as the go-to optimization algorithm for a diverse array of problems. While the empirical success of SGD is often attributed to its computational efficiency…

机器学习 · 统计学 2022-06-16 Courtney Paquette , Elliot Paquette , Ben Adlam , Jeffrey Pennington

The problem of stopping stochastic gradient descent (SGD) in an online manner, based solely on the observed trajectory, is a challenging theoretical problem with significant consequences for applications. While SGD is routinely monitored as…

最优化与控制 · 数学 2026-02-24 Liviu Aolaritei , Michael I. Jordan

The overarching goal of this work is to develop an accurate, robust, and stable methodology for finite deformation modeling using strong-form peridynamics (PD) and the correspondence modeling framework. We adopt recently developed methods…

数值分析 · 数学 2020-04-27 Masoud Behzadinasab , Nathaniel Trask , Yuri Bazilevs

Stochastic gradient descent (SGD) is a popular algorithm for minimizing objective functions that arise in machine learning. For constant step-sized SGD, the iterates form a Markov chain on a general state space. Focusing on a class of…

最优化与控制 · 数学 2025-03-26 David Shirokoff , Philip Zaleski

In this work, following the Discrete de Rham (DDR) paradigm, we develop an arbitrary-order discrete divdiv complex on general polyhedral meshes. The construction rests 1) on discrete spaces that are spanned by vectors of polynomials whose…

数值分析 · 数学 2024-09-13 Daniele A. Di Pietro , Marien-Lorenzo Hanot

We present a geometric multigrid solver based on adaptive smoothed aggregation suitable for Discontinuous Galerkin (DG) discretisations. Mesh hierarchies are formed via domain decomposition techniques, and the method is applicable to fully…

数值分析 · 数学 2025-06-02 Yulong Pan , Michael Lindsey , Per-Olof Persson

We present a new skeletal representation along with a matching framework to address the deformable shape recognition problem. The disconnectedness arises as a result of excessive regularization that we use to describe a shape at an…

计算机视觉与模式识别 · 计算机科学 2011-04-15 C. Aslan , A. Erdem , E. Erdem , S. Tari

When solving time-dependent hyperbolic conservation laws on cut cell meshes one has to overcome the small cell problem: standard explicit time stepping is not stable on small cut cells if the time step is chosen with respect to larger…

数值分析 · 数学 2023-01-10 Florian Streitbürger , Gunnar Birke , Christian Engwer , Sandra May

In this paper, we propose new geometrically unfitted space-time Finite Element methods for partial differential equations posed on moving domains of higher order accuracy in space and time. As a model problem, the convection-diffusion…

数值分析 · 数学 2023-05-09 Fabian Heimann , Christoph Lehrenfeld , Janosch Preuß

We present a novel approach for high-order accurate numerical differentiation on unstructured meshes of quadrilateral elements. To differentiate a given function, an auxiliary function with greater smoothness properties is defined which…

数值分析 · 数学 2022-05-11 Yulong Pan , Per-Olof Persson

The aim of this work is to introduce and analyze a finite element discontinuous Galerkin method on polygonal meshes for the numerical discretization of acoustic waves propagation through poroelastic materials. Wave propagation is modeled by…

数值分析 · 数学 2021-04-14 Paola F. Antonietti , Michele Botti , Ilario Mazzieri , Simone Nati Poltri

We address the spatial discretization of an evolution problem arising from the coupling of viscoelastic and acoustic wave propagation phenomena by employing a discontinuous Galerkin scheme on polygonal and polyhedral meshes. The coupled…

数值分析 · 数学 2018-12-11 Paola F. Antonietti , Francesco Bonaldi , Ilario Mazzieri

In this work, we study the design and analysis of a novel hybrid high-order (HHO) method on unfitted meshes. HHO methods rely on a pair of unknowns, combining polynomials attached to the mesh faces and the mesh cells. In the unfitted…

数值分析 · 数学 2025-10-10 Erik Burman , Alexandre Ern , Romain Mottier

Isogeometric analysis uses the same class of basis functions for both, representing the geometry of the computational domain and approximating the solution. In practical applications, geometrical patches are used in order to get flexibility…

数值分析 · 数学 2014-02-11 Ulrich Langer , Stephen Edward Moore

We present an algebraic method for constructing a highly effective coarse grid correction to accelerate domain decomposition. The coarse problem is constructed from the original matrix and a small set of input vectors that span a low-degree…

数值分析 · 计算机科学 2015-04-06 Essex Edwards , Robert Bridson