23 citations · 75 across the 10 of their papers we have counts for
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cs.LG2021★ 2 cited
Prediction of Occurrence of Extreme Events using Machine Learning
J. Meiyazhagan, S. Sudharsan, A. Venkatasen +1
Machine learning models play a vital role in the prediction task in several fields of study. In this work, we utilize the ability of machine learning algorithms to predict the occu…
cs.LG2021★ 23 cited
Model-free prediction of emergence of extreme events in a parametrically driven nonlinear dynamical system by Deep Learning
J. Meiyazhagan, S. Sudharsan, M. Senthilvelan
We predict the emergence of extreme events in a parametrically driven nonlinear dynamical system using three Deep Learning models, namely Multi-Layer Perceptron, Convolutional Neur…