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nlin.CD2024
Multivariate data analysis using recurrence measures
Shivam Kumar, R. Misra, G. Ambika
The emergent dynamics of complex systems often arise from the internal dynamical interactions among different elements and hence is to be modeled using multiple variables that repr…
physics.data-an2024
Machine learning approach to detect dynamical states from recurrence measures
Dheeraja Thakur, Athul Mohan, G. Ambika +1
We integrate machine learning approaches with nonlinear time series analysis, specifically utilizing recurrence measures to classify various dynamical states emerging from time ser…
physics.ao-ph2024★ 4 cited
Recurrence analysis of meteorological data from climate zones in India
Joshin John Bejoy, G. Ambika
We present a study on the spatio-temporal pattern underlying the climate dynamics in various locations spread over India, including the Himalayan region, coastal region, central an…