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 …

State of the art of composite structures in non-deterministic framework: a review

SS Tomar, S Zafar, M Talha, W Gao, D Hui - Thin-Walled Structures, 2018 - Elsevier
The main objective of the present paper is to draw the attention of researchers towards the
analyses of composite structures in non-deterministic environment. The various …

Free vibration analysis of a rotating graphene nanoplatelet reinforced pre-twist blade-disk assembly with a setting angle

TY Zhao, Y Ma, HY Zhang, HG Pan, Y Cai - Applied Mathematical Modelling, 2021 - Elsevier
This paper investigates the coupled modeling method and free vibration characteristics of a
graphene nanoplatelet (GPL) reinforced blade-disk rotor system in which the blade has a …

On exploiting machine learning for failure pattern driven strength enhancement of honeycomb lattices

BR Isanaka, T Mukhopadhyay, RK Varma, V Kushvaha - Acta Materialia, 2022 - Elsevier
Honeycomb lattices exhibit remarkable structural properties and novel functionalities, such
as high specific energy absorption, excellent vibroacoustic properties, and tailorable specific …

A critical assessment of Kriging model variants for high-fidelity uncertainty quantification in dynamics of composite shells

T Mukhopadhyay, S Chakraborty, S Dey… - … Methods in Engineering, 2017 - Springer
This paper presents a critical comparative assessment of Kriging model variants for
surrogate based uncertainty propagation considering stochastic natural frequencies of …

Effective in-plane elastic properties of auxetic honeycombs with spatial irregularity

T Mukhopadhyay, S Adhikari - Mechanics of Materials, 2016 - Elsevier
An analytical framework has been developed for predicting the equivalent in-plane elastic
moduli (longitudinal and transverse Young's modulus, shear modulus, Poisson's ratios) of …

Uncertain natural frequency analysis of composite plates including effect of noise–A polynomial neural network approach

S Dey, S Naskar, T Mukhopadhyay, U Gohs… - Composite …, 2016 - Elsevier
This paper presents the quantification of uncertain natural frequency for laminated
composite plates by using a novel surrogate model. A group method of data handling in …

[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 …

[HTML][HTML] The local GDQ method for the natural frequencies of doubly-curved shells with variable thickness: a general formulation

F Tornabene, N Fantuzzi, M Bacciocchi - Composites Part B: Engineering, 2016 - Elsevier
The present paper aims to evaluate the natural frequencies of several doubly-curved shells
with variable thickness. The general theoretical formulation allows to take into account …

[HTML][HTML] Probabilistic micromechanical spatial variability quantification in laminated composites

S Naskar, T Mukhopadhyay, S Sriramula - Composites Part B: Engineering, 2018 - Elsevier
This article presents a probabilistic framework to characterize the dynamic and stability
parameters of composite laminates with spatially varying micro and macro-mechanical …