From the 1 of 3 linked papers with an AI index.
3 papers
astro-ph.SR2026
Dynamically derived morphology from the recurrence patterns of close binary stars using Kepler data
Anisha R. V. Kashyap, D. Pawar, R. Misra +2
The paper introduces a method that uses recurrence analysis of Kepler light curves to define a Dynamically Derived Morphology (DDM) parameter for classifying close binary stars, ca…
nlin.CD2026
Deep learning for classifying dynamical states from time series via recurrence plots
Athul Mohan, G. Ambika, Chandrakala Meena
Recurrence Quantification Analysis (RQA) is a widely used method for capturing the dynamical structure embedded in time series data, relying on the analysis of recurrence patterns…
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…