Machine learning for accelerating the design process of double-double composite structures
Current composite design processes go through expensive numerical simulations that can
quantitatively describe the detailed complex stress state embedded in the laminate structure …
quantitatively describe the detailed complex stress state embedded in the laminate structure …
Peridynamic modeling of transient heat conduction in solids using a highly efficient algorithm
DA Abdoh - Numerical Heat Transfer, Part B: Fundamentals, 2024 - Taylor & Francis
This article presents a novel peridynamic algorithm to model the transient heat conduction in
two-dimensional (2-D) problems. The peridynamic method is used to solve the heat transfer …
two-dimensional (2-D) problems. The peridynamic method is used to solve the heat transfer …
The value of continuity: Refined isogeometric analysis and fast direct solvers
We propose the use of highly continuous finite element spaces interconnected with low
continuity hyperplanes to maximize the performance of direct solvers. Starting from a highly …
continuity hyperplanes to maximize the performance of direct solvers. Starting from a highly …
Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction
We show how to construct a deep neural network (DNN) expert to predict quasi-optimal hp-
refinements for a given finite element problem in presence of singularities. The main idea is …
refinements for a given finite element problem in presence of singularities. The main idea is …
Modeling of heating and cooling behaviors of laminated glass facades exposed to fire with three-dimensional flexibilities
To develop a precise and efficient computer model for predicting the heating and cooling
behaviors of laminated glass facades exposed to fire, there is an urgent need to reduce the …
behaviors of laminated glass facades exposed to fire, there is an urgent need to reduce the …
Refined isogeometric analysis for fluid mechanics and electromagnetics
Starting from a highly continuous isogeometric analysis discretization, we introduce
hyperplanes that partition the domain into subdomains and reduce the continuity of the …
hyperplanes that partition the domain into subdomains and reduce the continuity of the …
[HTML][HTML] Computational cost estimates for parallel shared memory isogeometric multi-frontal solvers
In this paper we present computational cost estimates for parallel shared memory
isogeometric multi-frontal solvers. The estimates show that the ideal isogeometric shared …
isogeometric multi-frontal solvers. The estimates show that the ideal isogeometric shared …
A survey on direct solvers for Galerkin methods
In this paper we describe the history, performance, and design concepts of direct solvers for
algebraic systems resulting from Galerkin discretizations of partial differential equations …
algebraic systems resulting from Galerkin discretizations of partial differential equations …
[HTML][HTML] Impact of element-level static condensation on iterative solver performance
This paper provides theoretical estimates that quantify and clarify the savings associated to
the use of element-level static condensation as a first step of an iterative solver. These …
the use of element-level static condensation as a first step of an iterative solver. These …
[HTML][HTML] Vectorized OpenCL implementation of numerical integration for higher order finite elements
F Krużel, K Banaś - Computers & Mathematics with Applications, 2013 - Elsevier
In our work we analyze computational aspects of the problem of numerical integration in
finite element calculations and consider an OpenCL implementation of related algorithms for …
finite element calculations and consider an OpenCL implementation of related algorithms for …