most citedDeep learning for classifying dynamical states from time series via recurrence plots

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

nlin.CD2025★ 1 cited

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…

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…