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Stochastic finite elements: Where is the physics? [PDF]

open access: yesTheoretical and Applied Mechanics, 2011
The micromechanics based on the Hill-Mandel condition indicates that the majority of stochastic finite element methods hinge on random field (RF) models of material properties (such as Hooke’s law) having no physical content, or even at odds with ...
Ostoja-Starzewski Martin
doaj   +3 more sources

Bridges for Pedestrians with Random Parameters using the Stochastic Finite Elements Analysis

open access: yesInternational Journal of Applied Mechanics and Engineering, 2017
The main aim of this paper is to present a Stochastic Finite Element Method analysis with reference to principal design parameters of bridges for pedestrians: eigenfrequency and deflection of bridge span.
J. Szafran, M. Kamiński
doaj   +2 more sources

Truncation Preconditioners for Stochastic Galerkin Finite Element Discretizations [PDF]

open access: yesSIAM Journal on Scientific Computing, 2021
Stochastic Galerkin finite element method (SGFEM) provides an efficient alternative to traditional sampling methods for the numerical solution of linear elliptic partial differential equations with parametric or random inputs. However, computing stochastic Galerkin approximations for a given problem requires the solution of large coupled systems of ...
Alex Bespalov   +2 more
openaire   +2 more sources

Iterative Solvers for the Stochastic Finite Element Method [PDF]

open access: yesSIAM Journal on Scientific Computing, 2010
This paper presents an overview and comparison of iterative solvers for linear stochastic partial differential equations (PDEs). A stochastic Galerkin finite element discretization is applied to transform the PDE into a coupled set of deterministic PDEs.
Eveline Rosseel, Stefan Vandewalle
openaire   +1 more source

Assessing the Structural Performance of Biodegradable Capsules

open access: yesApplied Sciences, 2023
Biodegradable materials pose challenges over all aspects of computational mechanics. In this study, the focus is on the resulting domain uncertainty. Model structures or devices are shells of revolution subject to random variation of the outer surface ...
Harri Hakula
doaj   +1 more source

On generative models as the basis for digital twins

open access: yesData-Centric Engineering, 2021
A framework is proposed for generative models as a basis for digital twins or mirrors of structures. The proposal is based on the premise that deterministic models cannot account for the uncertainty present in most structural modeling applications.
George Tsialiamanis   +3 more
doaj   +1 more source

Convergence of adaptive stochastic collocation with finite elements

open access: yesComputers & Mathematics with Applications, 2021
36 pages, 9 ...
Michael Feischl, Andrea Scaglioni
openaire   +3 more sources

Numerical Simulation of Some Steel Structural Elements with Uncertain Initial Porosity

open access: yesMetals, 2021
The main research purpose of this work was to study the elasto-plastic responses of some fundamental steel structural elements exhibiting stochastic volumetric microvoids. The constitutive model of the steel material was consistent with the deterministic
Marcin Kamiński, Michał Strąkowski
doaj   +1 more source

THE STOCHASTIC FINITE ELEMENT METHOD FOR NUCLEAR APPLICATIONS [PDF]

open access: yesProceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016), 2016
Nuclear materials are subjected to demanding environments, encountering high temperature gradients and fast neutron fluxes that gradually damage its structure and there-fore change the material properties. Some components of a nuclear reactor determine its life-time, such as the graphite core and steel pressure vessel for fission reactors.
Mena, José David Arregui   +6 more
openaire   +2 more sources

Stability analysis and uncertainty modeling of vertical and inclined wellbore drilling through heterogeneous field

open access: yesOil & Gas Science and Technology, 2020
A stochastic two-dimensional geomechanical model developed by the authors and presented herein is used to analyze wellbore stability in heterogeneous formations.
Batalha Nathalia A.   +3 more
doaj   +1 more source

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