Shara Balakrishnan

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 8

Top Topics

Nonlinear Systems

Driven Learning

Gaussian Density

Top Venues

Publications

Shara Balakrishnan, Aqib Hasnain, Robert G. Egbert, Enoch Yeung
Data-Driven Observability Decomposition with Koopman Operators for Optimization of Output Functions of Nonlinear Systems. CoRR (2022)
Charles A. Johnson, Shara Balakrishnan, Enoch Yeung
Learning Invariant Subspaces of Koopman Operators-Part 1: A Methodology for Demonstrating a Dictionary's Approximate Subspace Invariance. CoRR (2022)
Charles A. Johnson, Shara Balakrishnan, Enoch Yeung
Heterogeneous mixtures of dictionary functions to approximate subspace invariance in Koopman operators. CoRR (2022)
Charles A. Johnson, Shara Balakrishnan, Enoch Yeung
Learning Invariant Subspaces of Koopman Operators-Part 2: Heterogeneous Dictionary Mixing to Approximate Subspace Invariance. CoRR (2022)
Shara Balakrishnan, Aqib Hasnain, Robert G. Egbert, Enoch Yeung
The Effect of Sensor Fusion on Data-Driven Learning of Koopman Operators. CoRR (2021)
Aqib Hasnain, Nibodh Boddupalli, Shara Balakrishnan, Enoch Yeung
Steady state programming of controlled nonlinear systems via deep dynamic mode decomposition. ACC (2020)
Shara Balakrishnan, Aqib Hasnain, Nibodh Boddupalli, Dennis M. Joshy, Robert G. Egbert, Enoch Yeung
Prediction of fitness in bacteria with causal jump dynamic mode decomposition. ACC (2020)
Shara Balakrishnan, Aqib Hasnain, Nibodh Boddupalli, Dennis M. Joshy, Robert G. Egbert, Enoch Yeung
Prediction of fitness in bacteria with causal jump dynamic mode decomposition. CoRR (2020)