Classification of regular and chaotic motions in Hamiltonian systems with deep learning
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DOI: 10.1038/s41598-022-05696-9
Abstract: This paper demonstrates the capabilities of convolutional neural networks (CNNs) at classifying types of motion starting from time series, without any prior knowledge of the underlying dynamics. The paper applies different forms of deep learning… read more here.
Keywords: regular chaotic; deep learning; motion; chaotic motions ... See more keywords