Igor Mezic
Orcid: 0000-0002-2873-9013Affiliations:
- University of California, Santa Barbara, CA, USA
- Harvard University, Cambridge, MA, USA
- University of Warwick, Coventry, UK
- California Institute of Technology, Pasadena, CA, USA (PhD)
According to our database1,
Igor Mezic
authored at least 101 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on me.ucsb.edu
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on id.loc.gov
On csauthors.net:
Bibliography
2023
SIAM J. Appl. Dyn. Syst., December, 2023
A data driven Koopman-Schur decomposition for computational analysis of nonlinear dynamics.
CoRR, 2023
CoRR, 2023
2022
SIAM J. Appl. Dyn. Syst., September, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
2021
Koopman Resolvent: A Laplace-Domain Analysis of Nonlinear Autonomous Dynamical Systems.
SIAM J. Appl. Dyn. Syst., 2021
SIAM J. Appl. Dyn. Syst., 2021
Convex Computation of Extremal Invariant Measures of Nonlinear Dynamical Systems and Markov Processes.
J. Nonlinear Sci., 2021
Entropy, 2021
Proceedings of the 2021 American Control Conference, 2021
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021
2020
IEEE Trans. Autom. Control., 2020
On Least Squares Problems with Certain Vandermonde-Khatri-Rao Structure with Applications to DMD.
SIAM J. Sci. Comput., 2020
SIAM J. Appl. Dyn. Syst., 2020
Spectrum of the Koopman Operator, Spectral Expansions in Functional Spaces, and State-Space Geometry.
J. Nonlinear Sci., 2020
Modeling, Reduction, and Control of a Helically Actuated Inertial Soft Robotic Arm via the Koopman Operator.
CoRR, 2020
Prediction of the behavior of a pneumatic soft robot based on Koopman operator theory.
Proceedings of the 43rd International Convention on Information, 2020
Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control.
Proceedings of the 2020 American Control Conference, 2020
2019
Data Driven Koopman Spectral Analysis in Vandermonde-Cauchy Form via the DFT: Numerical Method and Theoretical Insights.
SIAM J. Sci. Comput., 2019
SIAM J. Appl. Dyn. Syst., 2019
Complex., 2019
2018
SIAM J. Sci. Comput., 2018
SIAM J. Appl. Dyn. Syst., 2018
J. Nonlinear Sci., 2018
Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control.
Autom., 2018
A Data-Driven Koopman Model Predictive Control Framework for Nonlinear Partial Differential Equations.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
IEEE Trans. Cybern., 2017
Ergodic Theory, Dynamic Mode Decomposition, and Computation of Spectral Properties of the Koopman Operator.
SIAM J. Appl. Dyn. Syst., 2017
CoRR, 2017
2016
IEEE Trans. Autom. Control., 2016
On Koopman and dynamic mode decompositions for application to dynamic data with low spatial dimension.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
An operator-theoretic viewpoint to non-smooth dynamical systems: Koopman analysis of a hybrid pendulum.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Uniformization, organization, association and use of metadata from multiple content providers and manufacturers: A close look at the Building Automation System (BAS) sector.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Pattern recognition and classification of HVAC rule-based faults in commercial buildings.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Searching for Targets of Nonuniform Size Using Mixing Transformations: Constructive Upper Bounds and Limit Laws.
J. Nonlinear Sci., 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
On applications of the spectral theory of the Koopman operator in dynamical systems and control theory.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
SIAM J. Appl. Dyn. Syst., 2014
2013
IEEE Trans. Control. Syst. Technol., 2013
Reliab. Eng. Syst. Saf., 2013
Spatial filter averaging approach of probabilistic method to linear second-order partial differential equations of the parabolic type.
J. Comput. Phys., 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
2012
J. Artif. Soc. Soc. Simul., 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
Scalable approach to uncertainty quantification and robust design of interconnected dynamical systems.
Annu. Rev. Control., 2011
2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Spectral Multiscale Coverage: A uniform coverage algorithm for mobile sensor networks.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
An approximate parametrization of the ergodic partition using time averaged observables.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the American Control Conference, 2009
2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Proceedings of the American Control Conference, 2008
2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
A mechanism for energy transfer leading to conformation change in networked nonlinear systems.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
2006
Low order modeling, dynamics and control of an inert gas based fire protection system.
Proceedings of the American Control Conference, 2006
2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
Distributed control design for parabolic evolution equations: application to compressor stall control.
IEEE Trans. Autom. Control., 2004
Graph decomposition methods for uncertainty propagation in complex, nonlinear interconnected dynamical systems.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Coupled nonlinear dynamical systems: asymptotic behavior and uncertainty propagation.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Spectral balance: a frequency domain framework for analysis of nonlinear dynamical systems.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Proceedings of the 2004 American Control Conference, 2004
2003
Spillover Stabilization in Finite-Dimensional Control and Observer Design for Dissipative Evolution Equations.
SIAM J. Control. Optim., 2003
Proceedings of the 7th European Control Conference, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Control of Heisenberg spin systems; Lie algebraic decompositions and action-angle variables.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Controllability of Hamiltonian systems with drift: action-angle variables and ergodic partition.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
Statistical properties of controlled fluid flows with applications to control of mixing.
Syst. Control. Lett., 2002
2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the American Control Conference, 2001
2000
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
Overview of some theoretical and experimental results on modeling and control of shear flows.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
Proceedings of the American Control Conference, 2000
1999
IEEE Trans. Autom. Control., 1999
1996
SIAM J. Appl. Math., 1996