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Browsing by Author "Karsh, P. K."

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Machine learning based stochastic dynamic analysis of functionally graded shells

Vaishali; Mukhopadhyay, T; Karsh, P. K.; Basu, B.; Dey, S (Composite Structures | Volume 237, 2020)

This paper presents stochastic dynamic characterization of functionally graded shells based on an efficient Support Vector Machine assisted finite element (FE) approach. Different shell geometries such as cylindrical, ...
Parametric uncertainty quantification in natural frequency of sandwich plates using polynomial neural network

Karsh, P. K.; Raturi, H. P.; Kumar, R. R.; Dey, S. (National Conference on Advanced Materials and Applications | Volume- | Issue-, 2020)

In this paper, uncertainty quantification in natural frequencies for laminated soft core sandwich plates is presented by employing finite element (FE) coupled polynomial neural network (PNN) approach. The computational ...
Radial Basis Function-Based Stochastic Natural Frequencies Analysis of Functionally Graded Plates

Karsh, P. K.; Kumar, R. R.; Dey, S. (International Journal of Computational Methods | Volume 17 | Issue 9, 2020)

This paper deals with portraying the stochastic natural frequencies of cantilever plates made up of functionally graded materials (FGMs) by employing the radial basis function (RBF)-based finite element (FE) approach. The ...
Stochastic Oblique Impact on Composite Laminates: A Concise Review and Characterization of the Essence of Hybrid Machine Learning Algorithms

Mukhopadhyay, T.; Naskar, S.; Chakraborty, S.; Karsh, P. K.; Choudhury, R.; Dey, S. (Archives of Computational Methods in Engineering | Volume- Issue-, 2020)

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 secure and safe design, tracking the impact ...

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