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We develop in this work the first polytopal complexes of differential forms. These complexes, inspired by the Discrete De Rham and the Virtual Element approaches, are discrete versions of the de Rham complex of differential forms built on…

数值分析 · 数学 2025-01-22 Francesco Bonaldi , Daniele A. Di Pietro , Jerome Droniou , Kaibo Hu

Computational modeling is a key resource to gather insight into physical systems in modern scientific research and engineering. While access to large amount of data has fueled the use of Machine Learning (ML) to recover physical models from…

机器学习 · 计算机科学 2023-12-06 Simone Manti , Alessandro Lucantonio

In this article, discrete variants of several results from vector calculus are studied for classical finite difference summation by parts operators in two and three space dimensions. It is shown that existence theorems for scalar/vector…

数值分析 · 数学 2020-02-12 Hendrik Ranocha , Katharina Ostaszewski , Philip Heinisch

In this paper, we propose a novel meshfree Generalized Finite Difference Method (GFDM) approach to discretize PDEs defined on manifolds. Derivative approximations for the same are done directly on the tangent space, in a manner that mimics…

数值分析 · 数学 2019-05-14 Pratik Suchde , Joerg Kuhnert

Scott Wilson introduced the notion of combinatorial Hodge star operators on a compact oriented triangulated manifold $M$, which act on the singular cohomology ring of $M$. Such an operator depends on both a triangulation $\mathscr K$ of $M$…

代数拓扑 · 数学 2018-08-14 Dohyeong Kim

This paper addresses the issue of structure-preserving discretization of open distributed-parameter systems with Hamiltonian dynamics. Employing the formalism of discrete exterior calculus, we introduce a simplicial Dirac structure as a…

数学物理 · 物理学 2012-02-28 Marko Seslija , Arjan van der Schaft , Jacquelien M. A. Scherpen

We show that the Discrete Exterior Calculus (DEC) method can be cast as the earlier box method for the Poisson problem in the plane. Consequently, error estimates are established, proving that the DEC method is comparable to the Finite…

数值分析 · 数学 2019-07-17 Ruben Carrillo , Miguel Angel Moreles , Rafael Herrera

In this paper we present an arbitrary-order fully discrete Stokes complex on general polyhedral meshes. We enriche the fully discrete de Rham complex with the addition of a full gradient operator defined on vector fields and fitting into…

数值分析 · 数学 2024-01-18 Marien-Lorenzo Hanot

After a brief description of the $\mathbb{Z}$-graded differential Poisson algebra, we introduce a covariant star product for exterior differential forms and give an explicit expression for it up to second order in the deformation parameter…

高能物理 - 理论 · 物理学 2010-05-13 Shannon McCurdy , Bruno Zumino

The present work develops, verifies, and benchmarks a hybrid discrete exterior calculus and finite difference (DEC-FD) method for density-stratified thermal convection in spherical shells. Discrete exterior calculus (DEC) is notable for its…

流体动力学 · 物理学 2023-11-14 Hamid Hassan Khan , Pankaj Jagad , Matteo Parsani

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 introduce $\Psi \mathrm{ec}$, a discretization of Cartan's exterior calculus of differential forms using wavelets. Our construction consists of differential $r$-form wavelets with flexible directional localization that provide tight…

数值分析 · 计算机科学 2020-10-27 Christian Lessig

A novel high-order numerical scheme is proposed to compute the covariant derivative, particularly for divergence and curl, on any curved surface. The proposed scheme does not require the construction of a curved axis or metric tensor, which…

数值分析 · 数学 2020-04-30 Sehun Chun

We develop primal and mixed variational formulations of transport phenomena on cell complexes with simple polytope connectivity. This framework addresses materials with internal structures comprising components of different topological…

数学物理 · 物理学 2026-02-26 Kiprian Berbatov , Andrey P. Jivkov

The purpose of this paper is to describe geometrically discrete Lagrangian and Hamiltonian Mechanics on Lie groupoids. From a variational principle we derive the discrete Euler-Lagrange equations and we introduce a symplectic 2-section,…

微分几何 · 数学 2016-08-16 J. C. Marrero , D. Martín de Diego , E. Martínez

We show that the exterior derivative operator on a symplectic manifold has a natural decomposition into two linear differential operators, analogous to the Dolbeault operators in complex geometry. These operators map primitive forms into…

辛几何 · 数学 2012-10-02 Li-Sheng Tseng , Shing-Tung Yau

In this paper we shall introduce a simple, effective numerical method for finding differential operators for scalar and vector-valued functions on surfaces. The key idea of our algorithm is to develop an intrinsic and unified way to compute…

计算几何 · 计算机科学 2011-09-02 Sheng-Gwo Chen , Jyh-Yang Wu

Constrained by the limitations of learning toolkits engineered for other applications, such as those in image processing, many mesh-based learning algorithms employ data flows that would be atypical from the perspective of conventional…

图形学 · 计算机科学 2021-04-28 Dmitriy Smirnov , Justin Solomon

We present a PDE-based approach for the multidimensional extrapolation of smooth scalar quantities across interfaces with kinks and regions of high curvature. Unlike the commonly used method of [2] in which normal derivatives are…

数值分析 · 数学 2023-09-26 Daniil Bochkov , Frederic Gibou

The convergence problem of the Laplace-Beltrami operators plays an essential role in the convergence analysis of the numerical simulations of some important geometric partial differential equations which involve the operator. In this note…

计算几何 · 计算机科学 2010-04-21 Jyh-Yang Wu , Mei-Hsiu Chi , Sheng-Gwo Chen