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This paper is concerned with the accurate, conservative, and stable imposition of boundary conditions and inter-element coupling for multi-dimensional summation-by-parts (SBP) finite-difference operators. More precisely, the focus is on…

Numerical Analysis · Mathematics 2016-08-09 David C. Del Rey Fernández , Jason E. Hicken , David W. Zingg

We develop a new finite difference method for the wave equation in second order form. The finite difference operators satisfy a summation-by-parts (SBP) property. With boundary conditions and material interface conditions imposed weakly by…

Numerical Analysis · Mathematics 2022-03-29 Siyang Wang , Daniel Appelö , Gunilla Kreiss

Several types of simultaneous approximation term (SAT) for diffusion problems discretized with diagonal-norm multidimensional summation-by-parts (SBP) operators are analyzed based on a common framework. Conditions under which the SBP-SAT…

Numerical Analysis · Mathematics 2021-08-17 Zelalem Arega Worku , David W. Zingg

We develop a space-time spectral element method for topology optimization of transient heat conduction. The forward problem is discretized with summation-by-parts (SBP) operators, and interface/boundary and initial/terminal conditions are…

Numerical Analysis · Mathematics 2026-01-15 Sarah Nataj , Magnus Appel , Joe Alexandersen

We present a high-order accurate fully discrete numerical scheme for solving Initial Boundary Value Problems (IBVPs) within the Continuous Galerkin (CG)-based Finite Element framework. Both the spatial and time approximation in…

Mathematical Physics · Physics 2026-01-09 Mrityunjoy Mandal , Jan Nordström , Arnaud G Malan

We investigate numerical methods for wave equations in $n+2$ spacetime dimensions, written in spherical coordinates, decomposed in spherical harmonics on $S^n$, and finite-differenced in the remaining coordinates $r$ and $t$. Such an…

Numerical Analysis · Mathematics 2024-07-11 Carsten Gundlach , Jose M. Martin-Garcia , David Garfinkle

We examine stability of summation by parts (SBP) numerical schemes that use hyperboloidal slices to include future null infinity in the computational domain. This inclusion serves to mitigate outer boundary effects and, in the future, will…

General Relativity and Quantum Cosmology · Physics 2021-04-28 Shalabh Gautam , Alex Vañó-Viñuales , David Hilditch , Sukanta Bose

Robust and convergent high-order numerical methods for solving partial differential equations are highly attractive due to their efficiency on modern and next-generation hardware architectures. However, designing such methods for nonlinear…

Numerical Analysis · Mathematics 2026-03-24 Dougal Stewart , Nathan Lee , Kenneth Duru

We consider the numerical simulation of the acoustic wave equations arising from seismic applications, for which staggered grid finite difference methods are popular choices due to their simplicity and efficiency. We relax the uniform grid…

Numerical Analysis · Mathematics 2018-02-20 Longfei Gao , David C. Del Rey Fernandez , Mark Carpenter , David Keyes

To enhance the scalability and performance of the traditional finite-difference time-domain (FDTD) methods, a three-dimensional summation-by-parts simultaneous approximation term (SBP-SAT) FDTD method is developed to solve complex…

Computational Engineering, Finance, and Science · Computer Science 2022-06-02 Yu Cheng , Hanhong Liu , Xinsong Wang , Guangzhi Chen , Xiang-Hua Wang , Xingqi Zhang , Shunchuan Yang , Zhizhang Chen

A provably stable summation-by-parts simultaneous approximation term (SBP-SAT) finite-difference time-domain (FDTD) subgridding method without region split is proposed. By designing projection SBP operators tailored for embedded topological…

Computational Engineering, Finance, and Science · Computer Science 2026-04-17 Yuhui Wang , Langran Deng , Weibo Wu , Hanhong Liu , Xinyue Zhang , Xingqi Zhang , Jian Wang , Wei-Jie Wang , Zhizhang Chen , Shunchuan Yang

This work focuses on developing high-order energy-stable schemes for wave-dominated problems in closed domains using staggered finite-difference summation-by-parts (SBP FD) operators. We extend the previously presented uniform staggered…

Numerical Analysis · Mathematics 2025-01-14 V. Shashkin , G. Goyman , I. Tretyak

This work focuses on multidimensional summation-by-parts (SBP) discretizations of linear elliptic operators with variable coefficients. We consider a general SBP discretization with dense simultaneous approximation terms (SATs), which serve…

Numerical Analysis · Mathematics 2016-12-28 Jianfeng Yan , Jared Crean , Jason E. Hicken

This paper investigates the stability of both the semi-discrete and the implicit central scheme for the linear damped wave equation on the half-line, where the spatial boundary is characteristic for the limiting equation. The proposed…

Numerical Analysis · Mathematics 2024-11-26 Thi Hoai Thuong Nguyen , Benjamin Boutin

The scalar, one-dimensional advection equation and heat equation are considered. These equations are discretized in space, using a finite difference method satisfying summation-by-parts (SBP) properties. To impose the boundary conditions,…

Numerical Analysis · Mathematics 2020-04-21 Sofia Eriksson

We consider energy stable summation by parts finite difference methods (SBP-FD) for the homogeneous and piecewise homogeneous dynamic beam equation (DBE). Previously the constant coefficient problem has been solved with SBP-FD together with…

Numerical Analysis · Mathematics 2023-01-25 Gustav Eriksson , Jonatan Werpers , David Niemelä , Niklas Wik , Valter Zethrin , Ken Mattsson

Summation-by-parts (SBP) finite difference methods have several desirable properties for second-order wave equations. They combine the computational efficiency of narrow-stencil finite difference operators with provable stability on…

Numerical Analysis · Mathematics 2020-09-29 Martin Almquist , Eric M. Dunham

The paper is concerned with the mathematical theory and numerical approximation of systems of partial differential equations (pde) of hyperbolic, pseudo-parabolic type. Some mathematical properties of the initial-boundary-value problem…

Numerical Analysis · Mathematics 2023-10-27 E. Abreu , E. Cuesta , A. Duran , W. Lambert

Summation-by-parts (SBP) operators allow us to systematically develop energy-stable and high-order accurate numerical methods for time-dependent differential equations. Until recently, the main idea behind existing SBP operators was that…

Numerical Analysis · Mathematics 2023-07-25 Jan Glaubitz , Simon-Christian Klein , Jan Nordström , Philipp Öffner

We present an energy/entropy stable and high order accurate finite difference (FD) method for solving the nonlinear (rotating) shallow water equations (SWEs) in vector invariant form using the newly developed dual-pairing and…

Numerical Analysis · Mathematics 2024-10-29 Justin Kin Jun Hew , Kenneth Duru , Stephen Roberts , Christopher Zoppou , Kieran Ricardo
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