Subhrajit Sinha

CoRR, 2024

Grid-Forming Storage Networks: Analytical Characterization of Damping and Design Insights.

[BibT_eX]

[DOI]

Kaustav Chatterjee

Ramij Raja Hossain

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

On Formalisation of Martin Distance for Linear Dynamical Systems.

[BibT_eX]

[DOI]

Bowen Huang

Thiagarajan Ramachandran

Craig Bakker

Proceedings of the American Control Conference, 2024

2022

Data-Driven Operator Theoretic Methods for Phase Space Learning and Analysis.

[BibT_eX]

[DOI]

J. Nonlinear Sci., 2022

Online Real-time Learning of Dynamical Systems from Noisy Streaming Data.

[BibT_eX]

[DOI]

David Barajas-Solano

CoRR, 2022

Learning Distributed Geometric Koopman Operator for Sparse Networked Dynamical Systems.

[BibT_eX]

[DOI]

Sayak Mukherjee

Proceedings of the Learning on Graphs Conference, 2022

Data-driven Stabilization of Discrete-time Control-affine Nonlinear Systems: A Koopman Operator Approach.

[BibT_eX]

[DOI]

Ján Drgona

Draguna L. Vrabie

Proceedings of the European Control Conference, 2022

Data-driven Influence Based Clustering of Dynamical Systems.

[BibT_eX]

[DOI]

Proceedings of the European Control Conference, 2022

Data-driven Characterization of Recovery Energy in Controlled Dynamical Systems using Koopman Operator.

[BibT_eX]

[DOI]

Thiagarajan Ramachandran

Craig Bakker

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Data-driven Resilience Characterization of Control Dynamical Systems.

[BibT_eX]

[DOI]

Thiagarajan Ramachandran

Craig Bakker

Ankit Singhal

Proceedings of the American Control Conference, 2022

2021

Causal Analysis and Classification of Traffic Crash Injury Severity Using Machine Learning Algorithms.

[BibT_eX]

[DOI]

Meghna Chakraborty

Timothy Gates

CoRR, 2021

Causal Analysis and Prediction of Human Mobility in the U.S. during the COVID-19 Pandemic.

[BibT_eX]

[DOI]

Meghna Chakraborty

CoRR, 2021

Data-driven Distributed Learning of Multi-agent Systems: A Koopman Operator Approach.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

On Data-Driven Computation of Information Transfer for Causal Inference in Discrete-Time Dynamical Systems.

[BibT_eX]

[DOI]

J. Nonlinear Sci., 2020

On Robust Computation of Koopman Operator and Prediction in Random Dynamical Systems.

[BibT_eX]

[DOI]

Bowen Huang

J. Nonlinear Sci., 2020

Data Driven Online Learning of Power System Dynamics.

[BibT_eX]

[DOI]

CoRR, 2020

Computationally Efficient Learning of Large Scale Dynamical Systems: A Koopman Theoretic Approach.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Data-Driven Operator Theoretic Methods for Global Phase Space Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

2019

Information Based Data-Driven Characterization of Stability and Influence in Power Systems.

[BibT_eX]

[DOI]

Pranav Sharma

Venkataramana Ajjarapu

CoRR, 2019

Information Transfer in Dynamical Systems and Optimal Placement of Actuators and Sensors for Control of Non-equilibrium Dynamics.

[BibT_eX]

[DOI]

CoRR, 2019

Online Learning of Dynamical Systems: An Operator Theoretic Approach.

[BibT_eX]

[DOI]

CoRR, 2019

A data-driven method for quantifying the impact of a genetic circuit on its host.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

On Computation of Koopman Operator from Sparse Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2018

On Information Transfer Based Characterization of Power System Stability.

[BibT_eX]

[DOI]

Pranav Sharma

Venkataramana Ajjarapu

CoRR, 2018

Data-Driven Approach for Inferencing Causality and Network Topology.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Robust Approximation of Koopman Operator and Prediction in Random Dynamical Systems.

[BibT_eX]

[DOI]

Bowen Huang

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Identifying causal interaction in power system: Information-based approach.

[BibT_eX]

[DOI]

Pranav Sharma

Venkataramana Ajjarapu

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Causality preserving information transfer measure for control dynamical system.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Information-based measure for influence characterization in dynamical systems with applications.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

2015

Formalism for information transfer in dynamical network.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2013

Optimal placement of actuators and sensors for control of nonequilibrium dynamics.

[BibT_eX]

[DOI]