The deal. II library, version 9.4
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Toward performance-portable PETSc for GPU-based exascale systems
Abstract The Portable Extensible Toolkit for Scientific computation (PETSc) library delivers
scalable solvers for nonlinear time-dependent differential and algebraic equations and for …
scalable solvers for nonlinear time-dependent differential and algebraic equations and for …
PETScML: Second-order solvers for training regression problems in Scientific Machine Learning
In recent years, we have witnessed the emergence of scientific machine learning as a data-
driven tool for the analysis, by means of deep-learning techniques, of data produced by …
driven tool for the analysis, by means of deep-learning techniques, of data produced by …
Performance Portable Solid Mechanics via Matrix-Free -Multigrid
Finite element analysis of solid mechanics is a foundational tool of modern engineering, with
low-order finite element methods and assembled sparse matrices representing the industry …
low-order finite element methods and assembled sparse matrices representing the industry …
libCEED: Fast algebra for high-order element-based discretizations
Finite element methods are widely used to solve partial differential equations (PDE) in
science and engineering, but their standard implementation (Arndt et al., 2020; Kirk et al …
science and engineering, but their standard implementation (Arndt et al., 2020; Kirk et al …
The effect of chemical vapor infiltration process parameters on flexural strength of porous α α‐SiC: a numerical model
The flexural strength variability of α α‐SiC SiC based ceramics at elevated temperatures
creates the need for an Integrated Computational Materials Engineering (ICME) framework …
creates the need for an Integrated Computational Materials Engineering (ICME) framework …
[HTML][HTML] I-STL2MOOSE: From STL data to integrated volumetrical meshes for MOOSE
J Sgarrella, F Ghanbari, C Peco - SoftwareX, 2023 - Elsevier
In several areas of science and engineering, STL (STereoLithography) data files are the
standard representation of three-dimensional geometries. STL files are amenable to 3D …
standard representation of three-dimensional geometries. STL files are amenable to 3D …
The Landscape of GPU-Centric Communication
D Unat, I Turimbetov, MKT Issa, D Sağbili… - arXiv preprint arXiv …, 2024 - arxiv.org
n recent years, GPUs have become the preferred accelerators for HPC and ML applications
due to their parallelism and fast memory bandwidth. While GPUs boost computation, inter …
due to their parallelism and fast memory bandwidth. While GPUs boost computation, inter …
Performance enhancement strategies for sparse matrix-vector multiplication (spmv) and iterative linear solvers
T Mohammed, R Mehmood - arXiv preprint arXiv:2212.07490, 2022 - arxiv.org
Iterative solutions of sparse linear systems and sparse eigenvalue problems have a
fundamental role in vital fields of scientific research and engineering. The crucial computing …
fundamental role in vital fields of scientific research and engineering. The crucial computing …
Modeling of wave propagation in polycrystalline ice with hierarchical density gradients
Polycrystalline solids are composed of many small grains of varying sizes and
crystallographic orientations. An elastic wave that propagates through such a material …
crystallographic orientations. An elastic wave that propagates through such a material …