time series

Predicting discrete-time bifurcations with deep learning
Many natural and man-made systems are prone to critical transitions—abrupt and potentially devastating changes in dynamics. Deep …
Thomas M Bury, Daniel Dylewsky, Chris T Bauch, Madhur Anand, Leon Glass, Alvin Shrier, Gil Bub
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Predicting discrete-time bifurcations with deep learning
Deep learning for early warning signals of tipping points
Many natural systems exhibit tipping points where slowly changing environmental conditions spark a sudden shift to a new and sometimes …
Thomas M Bury, RI Sujith, Induja Pavithran, Marten Scheffer, Timothy M Lenton, Madhur Anand, Chris T Bauch
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Deep learning for early warning signals of tipping points