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Your search keyword '"Chandhini, G."' showing total 1 results
Start Over Author "Chandhini, G." Topic artificial neural networks Language english
1 results on '"Chandhini, G."'

1. Solving a fourth order partial differential equations using deep neural networks.

Author

Francis, Jain M. and Chandhini, G.

Subjects
*ARTIFICIAL neural networks, *PARTIAL differential equations
Abstract

In this study, we compare the effect of different hyperparameters of the deep neural network while solving partial differential equations. We consider feed-forward neural networks, and the hyperparameters such as the number of hidden layers, number of neurons, activation function, optimization methods, and learning rate are studied in this paper. Numerical results for the effect of all the hyperparameters while solving fourth-order partial differential equations are mentioned in this study. [ABSTRACT FROM AUTHOR]

Published
2024
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