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Deep Learning for Prediction and Classifying the Dynamical behaviour of Piecewise Smooth Maps

Autor: S, Vismaya V, Nair, Bharath V, Muni, Sishu Shankar

This paper explores the prediction of the dynamics of piecewise smooth maps using various deep learning models. We have shown various novel ways of predicting the dynamics of piecewise smooth maps using deep learning models. Moreover, we have used ma

Externí odkaz: http://arxiv.org/abs/2406.17001

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Deep Learning and Chaos: A combined Approach To Image Encryption and Decryption

Autor: Nair, Bharath V, S, Vismaya V, Muni, Sishu Shankar, Durdu, Ali

In this paper, we introduce a novel image encryption and decryption algorithm using hyperchaotic signals from the novel 3D hyperchaotic map, 2D memristor map, Convolutional Neural Network (CNN), and key sensitivity analysis to achieve robust security

Externí odkaz: http://arxiv.org/abs/2406.16792

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Comparative Analysis of Predicting Subsequent Steps in H\'enon Map

Autor: S, Vismaya V, Hareendran, Alok, Nair, Bharath V, Muni, Sishu Shankar, Lellep, Martin

This paper explores the prediction of subsequent steps in H\'enon Map using various machine learning techniques. The H\'enon map, well known for its chaotic behaviour, finds applications in various fields including cryptography, image encryption, and

Externí odkaz: http://arxiv.org/abs/2405.10190

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Akademický článek

Deep learning for prediction and classifying the dynamical behaviour of piecewise-smooth maps

Autor: Vismaya V S, Bharath V Nair, Sishu Shankar Muni

Publikováno v: Franklin Open, Vol 9, Iss , Pp 100180- (2024)

This paper explores novel ways of predicting and classifying the dynamics of piecewise smooth maps using various deep learning models. Moreover, we have used machine learning models such as Decision Tree Classifier, Logistic Regression, K-Nearest Nei

Externí odkaz: https://doaj.org/article/716b5cf47d3f422d894c1b9c62023445

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Akademický článek

Microstructure, Mechanical and Fractographic behaviour of the Diffusion Welded Joints of AA2219 and Ti-6Al-4V for aerospace applications

Autor: Manjunath Vatnalmath, V. Auradi, Bharath V Bharath, Anirudh Bharadwaj, Chetan Gowda, Madeva Nagaral

Publikováno v: Frattura ed Integrità Strutturale, Vol 19, Iss 71 (2024)

Diffusion welding is an advanced joining process that assures the feasibility of joining dissimilar metal alloys without producing metallurgical impurities at the joint interface. Two significant aerospace alloys, AA2219 and Ti-6Al-4V, are diffusion

Externí odkaz: https://doaj.org/article/d80faf64fb954b818007adec8db2835a

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