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The Fast Fourier Transform (FFT) is one of the most widely used algorithms in high performance computing, with critical applications in spectral analysis for both signal processing and the numerical solution of partial differential…

数值分析 · 数学 2025-05-01 Laslo Hunhold , John Gustafson

The graph Laplacian is a standard tool in data science, machine learning, and image processing. The corresponding matrix inherits the complex structure of the underlying network and is in certain applications densely populated. This makes…

机器学习 · 计算机科学 2018-12-13 Dominik Alfke , Daniel Potts , Martin Stoll , Toni Volkmer

The standard particle-in-cell algorithm suffers from grid heating. There exists a gridless alternative which bypasses the deposition step and calculates each Fourier mode of the charge density directly from the particle positions. We show…

等离子体物理 · 物理学 2019-09-04 Matthew S. Mitchell , Matthew T. Miecnikowski , Gregory Beylkin , Scott E. Parker

We proposed a provably stable FDTD subgridding method for accurate and efficient transient electromagnetic analysis. In the proposed method, several field components are properly added to the boundaries of Yee's grid to make sure that the…

计算工程、金融与科学 · 计算机科学 2021-10-19 Yu Cheng , Yuhui Wang , Hanhong Liu , Lilin Li , Xiang-Hua Wang , Shunchuan Yang , Zhizhang , Chen

We present a fast algorithm for the subset convolution problem: given functions f and g defined on the lattice of subsets of an n-element set N, compute their subset convolution f*g, defined for all S\subseteq N by (f * g)(S) = \sum_{T…

数据结构与算法 · 计算机科学 2016-08-16 Andreas Björklund , Thore Husfeldt , Petteri Kaski , Mikko Koivisto

We propose a novel Stochastic Frank-Wolfe (a.k.a. conditional gradient) algorithm for constrained smooth finite-sum minimization with a generalized linear prediction/structure. This class of problems includes empirical risk minimization…

Accurately estimating the point spread function (PSF) of an optical system requires solving free-space wave propagation, which entails evaluating a diffraction integral. This integral is traditionally computed numerically using Fast Fourier…

图像与视频处理 · 电气工程与系统科学 2026-05-22 Nicholas Ganino , Qi Guo

Fast and high-order accurate algorithms for three dimensional elastic scattering are of great importance when modeling physical phenomena in mechanics, seismic imaging, and many other fields of applied science. In this paper, we develop a…

数值分析 · 数学 2021-04-09 Jun Lai , Heping Dong

The fast multipole method (FMM) has had great success in reducing the computational complexity of solving the boundary integral form of the Helmholtz equation. We present a formulation of the Helmholtz FMM that uses Fourier basis functions…

数值分析 · 数学 2014-03-20 Cris Cecka , Eric Darve

We first review the convolution fast-Fourier-transform (CFFT) approach for the numerical solution of backward stochastic differential equations (BSDEs) introduced in (Hyndman and Oyono Ngou, 2017). We then propose a method for improving the…

数值分析 · 数学 2026-01-01 Xiang Gao , Cody Hyndman

A variety of problems in acoustic and electromagnetic scattering require the evaluation of impedance or layered media Green's functions. Given a point source located in an unbounded half-space or an infinitely extended layer, Sommerfeld and…

数值分析 · 数学 2015-07-23 Jun Lai , Leslie Greengard , Michael O'Neil

We develop a high order cut finite element method for the Stokes problem based on general inf-sup stable finite element spaces. We focus in particular on composite meshes consisting of one mesh that overlaps another. The method is based on…

数值分析 · 数学 2015-05-05 August Johansson , Mats G. Larson , Anders Logg

We present an efficient algorithm for the all-electron periodic Coulomb matrix based on the Ewald summation combined with the Fourier-transformed Coulomb method. The short-range contributions involving compact densities are evaluated in…

化学物理 · 物理学 2025-09-23 Hieu Q. Dinh , Adam Rettig , Xintian Feng , Joonho Lee

This paper, Part I in a two-part series, presents (i) A simple and highly efficient algorithm for evaluation of quasi-periodic Green functions, as well as (ii) An associated boundary-integral equation method for the numerical solution of…

偏微分方程分析 · 数学 2016-05-23 Oscar P. Bruno , Stephen P. Shipman , Catalin Turc , Stephanos Venakides

A simple least-squares optimisation enables the determination of the spectrum for irregularly sampled data that is readily reconstructed using an adjoint transformation of the Non-Uniform Fast Fourier Transform (NFFT). This is an…

The smooth particle mesh Ewald (SPME) method is an FFT based method for the fast evaluation of electrostatic interactions under periodic boundary conditions. A highly optimized implementation of this method is available in GROMACS, a widely…

数值分析 · 数学 2017-12-14 Davood Saffar Shamshirgar , Berk Hess , Anna-Karin Tornberg

We study the capability of the Fast Fourier Transform (FFT) to accelerate exact and approximate matrix multiplication without using Strassen-like divide-and-conquer. We present a simple exact algorithm running in $O(n^{2.89})$ time, which…

数据结构与算法 · 计算机科学 2025-11-06 Yahel Uffenheimer , Omri Weinstein

A fourth-order finite volume embedded boundary (EB) method is presented for the unsteady Stokes equations. The algorithm represents complex geometries on a Cartesian grid using EB, employing a technique to mitigate the "small cut-cell"…

Stability and error analysis of a hybridized discontinuous Galerkin finite element method for Stokes equations is presented. The method is locally conservative, and for particular choices of spaces the velocity field is point-wise…

数值分析 · 数学 2018-02-01 Sander Rhebergen , Garth N. Wells

Stokes inversion techniques are very powerful methods for obtaining information on the thermodynamic and magnetic properties of solar and stellar atmospheres. In recent years, very sophisticated inversion codes have been developed that are…

太阳与恒星天体物理 · 物理学 2022-03-23 C. J. Díaz Baso , A. Asensio Ramos , J. de la Cruz Rodríguez