Graph coarsening: from scientific computing to machine learning
The general method of graph coarsening or graph reduction has been a remarkably useful
and ubiquitous tool in scientific computing and it is now just starting to have a similar impact …
and ubiquitous tool in scientific computing and it is now just starting to have a similar impact …
Preconditioners for Krylov subspace methods: An overview
JW Pearson, J Pestana - GAMM‐Mitteilungen, 2020 - Wiley Online Library
When simulating a mechanism from science or engineering, or an industrial process, one is
frequently required to construct a mathematical model, and then resolve this model …
frequently required to construct a mathematical model, and then resolve this model …
A class of iterative solvers for the Helmholtz equation: Factorizations, sweeping preconditioners, source transfer, single layer potentials, polarized traces, and …
Solving time-harmonic wave propagation problems by iterative methods is a difficult task,
and over the last two decades an important research effort has gone into developing …
and over the last two decades an important research effort has gone into developing …
[HTML][HTML] A rapidly converging domain decomposition method for the Helmholtz equation
CC Stolk - Journal of Computational Physics, 2013 - Elsevier
A new domain decomposition method is introduced for the heterogeneous 2-D and 3-D
Helmholtz equations. Transmission conditions based on the perfectly matched layer (PML) …
Helmholtz equations. Transmission conditions based on the perfectly matched layer (PML) …
[HTML][HTML] BELTISTOS: A robust interior point method for large-scale optimal power flow problems
Optimal power flow (OPF) problems are ubiquitous for daily power grid operations and
planning. These optimal control problems are nonlinear, non-convex, and computationally …
planning. These optimal control problems are nonlinear, non-convex, and computationally …
An introduction to operator preconditioning for the fast iterative integral equation solution of time-harmonic scattering problems
X Antoine, M Darbas - Multiscale Science and Engineering, 2021 - Springer
The aim of this paper is to provide an introduction to the improved iterative Krylov solution of
boundary integral equations for time-harmonic scattering problems arising in acoustics …
boundary integral equations for time-harmonic scattering problems arising in acoustics …
A parallel sweeping preconditioner for heterogeneous 3D Helmholtz equations
A parallelization of a sweeping preconditioner for three-dimensional Helmholtz equations
without large cavities is introduced and benchmarked for several challenging velocity …
without large cavities is introduced and benchmarked for several challenging velocity …
The method of polarized traces for the 2D Helmholtz equation
L Zepeda-Núnez, L Demanet - Journal of Computational Physics, 2016 - Elsevier
We present a solver for the 2D high-frequency Helmholtz equation in heterogeneous
acoustic media, with online parallel complexity that scales optimally as O (NL), where N is …
acoustic media, with online parallel complexity that scales optimally as O (NL), where N is …
On the convergence of shifted Laplace preconditioner combined with multilevel deflation
Deflating the shifted Laplacian with geometric multigrid vectors yields speedup. To verify this
claim, we investigate a simplified variant of Erlangga and Nabben presented in [Erlangga …
claim, we investigate a simplified variant of Erlangga and Nabben presented in [Erlangga …
An interior-point algorithm for large-scale nonlinear optimization with inexact step computations
We present a line-search algorithm for large-scale continuous optimization. The algorithm is
matrix-free in that it does not require the factorization of derivative matrices. Instead, it uses …
matrix-free in that it does not require the factorization of derivative matrices. Instead, it uses …