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Stochastic oblique impact on composite laminates: a concise review and characterization of the essence of hybrid machine learning algorithms
Due to the absence of adequate control at different stages of complex manufacturing
process, material and geometric properties of composite structures are often uncertain. For a …
process, material and geometric properties of composite structures are often uncertain. For a …
Coupled effects of misalignment and viscoelastic deformation on dynamically loaded journal bearings
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Despite the tremendous capabilities of Molecular dynamics (MD) simulations, they suffer
from the limitation of computationally intensive and time-consuming nature. This hinders the …
from the limitation of computationally intensive and time-consuming nature. This hinders the …
[HTML][HTML] Probabilistic micromechanical spatial variability quantification in laminated composites
This article presents a probabilistic framework to characterize the dynamic and stability
parameters of composite laminates with spatially varying micro and macro-mechanical …
parameters of composite laminates with spatially varying micro and macro-mechanical …
Stochastic buckling analysis of sandwich plates: the importance of higher order modes
The stochastic buckling behaviour of sandwich plates is presented considering uncertain
system parameters (material and geometric uncertainty). The higher-order-zigzag theory …
system parameters (material and geometric uncertainty). The higher-order-zigzag theory …
Machine learning based stochastic dynamic analysis of functionally graded shells
This paper presents stochastic dynamic characterization of functionally graded shells based
on an efficient Support Vector Machine assisted finite element (FE) approach. Different shell …
on an efficient Support Vector Machine assisted finite element (FE) approach. Different shell …
[ספר][B] Uncertainty quantification in laminated composites: a meta-model based approach
S Dey, T Mukhopadhyay, S Adhikari - 2018 - taylorfrancis.com
Over the last few decades, uncertainty quantification in composite materials and structures
has gained a lot of attention from the research community as a result of industrial …
has gained a lot of attention from the research community as a result of industrial …