Advances in computational intelligence of polymer composite materials: machine learning assisted modeling, analysis and design

A Sharma, T Mukhopadhyay, SM Rangappa… - … Methods in Engineering, 2022 - Springer
The superior multi-functional properties of polymer composites have made them an ideal
choice for aerospace, automobile, marine, civil, and many other technologically demanding …

Metamodel based high-fidelity stochastic analysis of composite laminates: A concise review with critical comparative assessment

S Dey, T Mukhopadhyay, S Adhikari - Composite Structures, 2017 - Elsevier
This paper presents a concise state-of-the-art review along with an exhaustive comparative
investigation on surrogate models for critical comparative assessment of uncertainty in …

A review on stochastic multiscale analysis for FRP composite structures

XY Zhou, SY Qian, NW Wang, W Xiong, WQ Wu - Composite Structures, 2022 - Elsevier
Fibre reinforced polymer (FRP) composites have been increasingly applied in engineering
structures especially for achieving high demands on structural performance, but they are …

Flexoelectricity and surface effects on coupled electromechanical responses of graphene reinforced functionally graded nanocomposites: A unified size-dependent …

S Naskar, KB Shingare, S Mondal… - Mechanical Systems and …, 2022 - Elsevier
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 …

Effective in-plane elastic moduli of quasi-random spatially irregular hexagonal lattices

T Mukhopadhyay, S Adhikari - International Journal of Engineering Science, 2017 - Elsevier
An analytical framework is developed for predicting the effective in-plane elastic moduli
(longitudinal and transverse Young's modulus, Poisson's ratios and shear modulus) of …

[HTML][HTML] Stochastic dynamic analysis of twisted functionally graded plates

PK Karsh, T Mukhopadhyay, S Dey - Composites Part B: Engineering, 2018 - Elsevier
This paper presents a stochastic dynamic analysis of functionally graded plates by following
an efficient neural network based approach coupled with the finite element method. An …

Stochastic buckling analysis of sandwich plates: the importance of higher order modes

RR Kumar, T Mukhopadhyay, KM Pandey… - International Journal of …, 2019 - Elsevier
The stochastic buckling behaviour of sandwich plates is presented considering uncertain
system parameters (material and geometric uncertainty). The higher-order-zigzag theory …

A semi-analytical stochastic buckling quantification of porous functionally graded plates

MC Trinh, T Mukhopadhyay, SE Kim - Aerospace Science and Technology, 2020 - Elsevier
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 …

Machine learning based stochastic dynamic analysis of functionally graded shells

T Mukhopadhyay, PK Karsh, B Basu, S Dey - Composite Structures, 2020 - Elsevier
This paper presents stochastic dynamic characterization of functionally graded shells based
on an efficient Support Vector Machine assisted finite element (FE) approach. Different shell …

Printable carbon nanotube-liquid elastomer-based multifunctional adhesive sensors for monitoring physiological parameters

M Selvan T, S Sharma, S Naskar… - … Applied Materials & …, 2022 - ACS Publications
Developing a printed elastomeric wearable sensor with good conformity and proper
adhesion to skin, coupled with the capability of monitoring various physiological parameters …