8 citations · 10 across the 8 of their papers we have counts for
4 papers · 1 filter
Topological Feature Extraction of Scanty Time Series Data: A Data-Driven Approach for Dynamic State Change Detection
B. Rishab Antosh, Sanjit Das, N. Nirmal Thyagu
Complex dynamical systems often undergo transitions from periodic to chaotic behaviour as bifurcation parameters vary, making timely detection of these changes essential. Conventio…
Characterization of dynamical systems with scanty data using Persistent Homology and Machine Learning
Rishab Antosh, Sanjit Das, N. Nirmal Thyagu
Determination of the nature of the dynamical state of a system as a function of its parameters is an important problem in the study of dynamical systems. This problem becomes harde…
Chaotic advection of inertial particles in two dimensional flows
Neelima Gupte, N. Nirmal Thyagu
We study the dynamics of inertial particles in two dimensional incompressible flows. The Maxey-Riley equation describing the motion of inertial particles is used to construct a fou…
Clustering, Chaos and Crisis in a Bailout Embedding Map
N. Nirmal Thyagu, Neelima Gupte
We study the dynamics of inertial particles in two dimensional incompressible flows. The particle dynamics is modelled by four dimensional dissipative bailout embedding maps of the…