Advances in computational intelligence of polymer composite materials: machine learning assisted modeling, analysis and design
The superior multi-functional properties of polymer composites have made them an ideal
choice for aerospace, automobile, marine, civil, and many other technologically demanding …
choice for aerospace, automobile, marine, civil, and many other technologically demanding …
Bending and free vibration characteristics of various compositions of FG plates on elastic foundation via quasi 3D HSDT model
In this investigation, a novel analytical model based on combined (cubic, sinusoidal and
exponential) higher order quasi-3D formulation is developed to examine flexural and free …
exponential) higher order quasi-3D formulation is developed to examine flexural and free …
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 …
[HTML][HTML] Vibration and dam** study of multifunctional grille composite sandwich plates with an IMAS design approach
H Li, X Wang, X Hu, J **
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 …
Flexoelectricity and surface effects on coupled electromechanical responses of graphene reinforced functionally graded nanocomposites: A unified size-dependent …
Owing to inhomogeneous strain and high surface-to-volume ratio in nanostructures, it is
imperative to account for the flexoelectricity as well as surface effect while analyzing the size …
imperative to account for the flexoelectricity as well as surface effect while analyzing the size …
Viscoelastic free vibration analysis of in-plane functionally graded orthotropic plates integrated with piezoelectric sensors: Time-dependent 3D analytical solutions
This paper proposes an accurate three-dimensional framework for elastic and viscoelastic
free vibration investigation of in-plane functionally graded (IPFG) orthotropic rectangular …
free vibration investigation of in-plane functionally graded (IPFG) orthotropic rectangular …
A semi-analytical stochastic buckling quantification of porous functionally graded plates
This paper introduces a semi-analytical approach integrated with Monte Carlo simulation for
stochastic buckling analyses of porous functionally graded plates arising due to the …
stochastic buckling analyses of porous functionally graded plates arising due to the …
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 …
On machine learning assisted data-driven bridging of FSDT and HOZT for high-fidelity uncertainty quantification of laminated composite and sandwich plates
First-order shear deformation theory (FSDT) is less accurate compared to higher-order
theories like higher-order zigzag theory (HOZT). In case of large-scale simulation-based …
theories like higher-order zigzag theory (HOZT). In case of large-scale simulation-based …