activity
20172021
most citedAn information-geometric approach to feature extraction and moment reconstruction in dynamical systems

1 citations · 1 across the 3 of their papers we have counts for

collaborators

5 papers

math.DS2021

Uncovering Quasi-periodic Nature of Physical Systems: A Case Study of Signalized Intersections

Suddhasattwa Das, Shakib Mustavee, Shaurya Agarwal

This paper presents a novel approach to analyze quasiperiodically driven dynamical systems. It aims to develop a complete data-driven framework for modeling such unknown dynamics.…

physics.soc-ph2021

A Linear Dynamical Perspective on Epidemiology: Interplay Between Early COVID-19 Outbreak and Human Mobility

Shakib Mustavee, Shaurya Agarwal, Chinwendu Enyioha +1

This paper investigates the impact of human activity and mobility (HAM) in the spreading dynamics of an epidemic. Specifically, it explores the interconnections between HAM and its…

stat.ML20201 cited

An information-geometric approach to feature extraction and moment reconstruction in dynamical systems

Suddhasattwa Das, Dimitrios Giannakis, Enikő Székely

We propose a dimension reduction framework for feature extraction and moment reconstruction in dynamical systems that operates on spaces of probability measures induced by observab…

math.DS2018

Reproducing kernel Hilbert space compactification of unitary evolution groups

Dimitrios Giannakis, Suddhasattwa Das, Joanna Slawinska

A framework for coherent pattern extraction and prediction of observables of measure-preserving, ergodic dynamical systems with both atomic and continuous spectral components is de…

math.DS2017

Solving the Babylonian Problem of quasiperiodic rotation rates

Suddhasattwa Das, Yoshitaka Saiki, Evelyn Sander +1

A trajectory is quasiperiodic if the trajectory lies on and is dense in some -dimensional torus, and there is a choice of coordinates on the…