Igor Mezic

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 53

Top Venues

CoRR

SIAM J. Appl. Dyn. Syst.

CDC

J. Nonlinear Sci.

Publications

Matthew J. Colbrook, Igor Mezic, Alexei Stepanenko
Limits and Powers of Koopman Learning. CoRR (2024)
Mathias Wanner, Igor Mezic
On Numerical Methods for Stochastic SINDy. CoRR (2023)
Yanran Wang, Michael J. Banks, Igor Mezic, Takashi Hikihara
Trajectory Estimation in Unknown Nonlinear Manifold Using Koopman Operator Theory. CoRR (2023)
Allan M. Avila, Igor Mezic
Spectral Properties of Pullback Operators on Vector Bundles of a Dynamical System. SIAM J. Appl. Dyn. Syst. 22 (4) (2023)
William T. Redman, Dean Huang, Maria Fonoberova, Igor Mezic
Koopman Learning with Episodic Memory. CoRR (2023)
David A. Haggerty, Michael J. Banks, Ervin Kamenar, Alan B. Cao, Patrick C. Curtis, Igor Mezic, Elliot W. Hawkes
Control of soft robots with inertial dynamics. Sci. Robotics 8 (81) (2023)
William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
On Equivalent Optimization of Machine Learning Methods. CoRR (2023)
Zlatko Drmac, Igor Mezic
A data driven Koopman-Schur decomposition for computational analysis of nonlinear dynamics. CoRR (2023)
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
Algorithmic (Semi-)Conjugacy via Koopman Operator Theory. CDC (2022)
William T. Redman, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic
An Operator Theoretic View On Pruning Deep Neural Networks. ICLR (2022)
Mathias Wanner, Igor Mezic
Robust Approximation of the Stochastic Koopman Operator. SIAM J. Appl. Dyn. Syst. 21 (3) (2022)
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
Algorithmic (Semi-)Conjugacy via Koopman Operator Theory. CoRR (2022)
Ryan Mohr, Maria Fonoberova, Iva Manojlovic, Aleksandr Andrejcuk, Zlatko Drmac, Yannis Kevrekidis, Igor Mezic
Applications of Koopman Mode Analysis to Neural Networks. AAAI Spring Symposium: MLPS (2021)
Ryan Mohr, Allan M. Avila, Soham Ghosh, Ananta Bhattarai, Muqiao Yang, Xintian Feng, Martin Head-Gordon, Ruslan Salakhutdinov, Maria Fonoberova, Igor Mezic
Combining Programmable Potentials and Neural Networks for Materials Problems. AAAI Spring Symposium: MLPS (2021)
Milan Korda, Didier Henrion, Igor Mezic
Convex Computation of Extremal Invariant Measures of Nonlinear Dynamical Systems and Markov Processes. J. Nonlinear Sci. 31 (1) (2021)
Ryan Mohr, Maria Fonoberova, Zlatko Drmac, Iva Manojlovic, Igor Mezic
Predicting the Critical Number of Layers for Hierarchical Support Vector Regression. Entropy 23 (1) (2021)
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
An Operator Theoretic Perspective on Pruning Deep Neural Networks. CoRR (2021)
Yoshihiko Susuki, Alexandre Mauroy, Igor Mezic
Koopman Resolvent: A Laplace-Domain Analysis of Nonlinear Autonomous Dynamical Systems. SIAM J. Appl. Dyn. Syst. 20 (4) (2021)
Allan M. Avila, Maria Fonoberova, João P. Hespanha, Igor Mezic, Daniel Clymer, Jonathan Goldstein, Marco A. Pravia, Daniel Javorsek
Game Balancing using Koopman-based Learning. ACC (2021)
Nithin Govindarajan, Ryan Mohr, Shivkumar Chandrasekaran, Igor Mezic
On the Approximation of Koopman Spectra of Measure-Preserving Flows. SIAM J. Appl. Dyn. Syst. 20 (1) (2021)
Carl Folkestad, Daniel Pastor, Igor Mezic, Ryan Mohr, Maria Fonoberova, Joel Burdick
Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control. ACC (2020)
Ervin Kamenar, Nelida Crnjaric-Zic, David A. Haggerty, Sasa Zelenika, Elliot W. Hawkes, Igor Mezic
Prediction of the behavior of a pneumatic soft robot based on Koopman operator theory. MIPRO (2020)
Nelida Crnjaric-Zic, Senka Macesic, Igor Mezic
Koopman Operator Spectrum for Random Dynamical Systems. J. Nonlinear Sci. 30 (5) (2020)
Zlatko Drmac, Igor Mezic, Ryan Mohr
On Least Squares Problems with Certain Vandermonde-Khatri-Rao Structure with Applications to DMD. SIAM J. Sci. Comput. 42 (5) (2020)
Ryan Mohr, Maria Fonoberova, Zlatko Drmac, Iva Manojlovic, Igor Mezic
Predicting the Critical Number of Layers for Hierarchical Support Vector Regression. CoRR (2020)
Milan Korda, Igor Mezic
Optimal Construction of Koopman Eigenfunctions for Prediction and Control. IEEE Trans. Autom. Control. 65 (12) (2020)
David A. Haggerty, Michael J. Banks, Patrick C. Curtis, Igor Mezic, Elliot W. Hawkes
Modeling, Reduction, and Control of a Helically Actuated Inertial Soft Robotic Arm via the Koopman Operator. CoRR (2020)
Yoshihiko Susuki, Igor Mezic
Invariant Sets in Quasiperiodically Forced Dynamical Systems. SIAM J. Appl. Dyn. Syst. 19 (1) (2020)
Stefan Ivic, Bojan Crnkovic, Hassan Arbabi, Sophie Loire, Patrick Clary, Igor Mezic
Search strategy in a complex and dynamic environment: the MH370 case. CoRR (2020)
Igor Mezic
Spectrum of the Koopman Operator, Spectral Expansions in Functional Spaces, and State-Space Geometry. J. Nonlinear Sci. 30 (5) (2020)
Yoshihiko Susuki, Alexandre Mauroy, Igor Mezic
Koopman Resolvent: A Laplace-Domain Analysis of Nonlinear Autonomous Dynamical Systems. CoRR (2020)
Iva Manojlovic, Maria Fonoberova, Ryan Mohr, Aleksandr Andrejcuk, Zlatko Drmac, Yannis Kevrekidis, Igor Mezic
Applications of Koopman Mode Analysis to Neural Networks. CoRR (2020)
Carl Folkestad, Daniel Pastor, Igor Mezic, Ryan Mohr, Maria Fonoberova, Joel Burdick
Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control. CoRR (2019)
Nithin Govindarajan, Ryan Mohr, Shivkumar Chandrasekaran, Igor Mezic
On the Approximation of Koopman Spectra for Measure Preserving Transformations. SIAM J. Appl. Dyn. Syst. 18 (3) (2019)
Ljuboslav Boskic, Milan Korda, Igor Mezic
Control-Oriented, Data-Driven Models of Thermal Dynamics. CoRR (2019)
Igor Mezic, Vladimir A. Fonoberov, Maria Fonoberova, Tuhin Sahai
Spectral Complexity of Directed Graphs and Application to Structural Decomposition. Complex. 2019 (2019)
Zlatko Drmac, Igor Mezic, Ryan Mohr
Data Driven Koopman Spectral Analysis in Vandermonde-Cauchy Form via the DFT: Numerical Method and Theoretical Insights. SIAM J. Sci. Comput. 41 (5) (2019)
Zlatko Drmac, Igor Mezic, Ryan Mohr
On least squares problems with certain Vandermonde-Khatri-Rao structure with applications to DMD. CoRR (2018)
Milan Korda, Igor Mezic
On Convergence of Extended Dynamic Mode Decomposition to the Koopman Operator. J. Nonlinear Sci. 28 (2) (2018)
Senka Macesic, Nelida Crnjaric-Zic, Igor Mezic
Koopman Operator Family Spectrum for Nonautonomous Systems. SIAM J. Appl. Dyn. Syst. 17 (4) (2018)
Zlatko Drmac, Igor Mezic, Ryan Mohr
Data Driven Modal Decompositions: Analysis and Enhancements. SIAM J. Sci. Comput. 40 (4) (2018)
Yoshihiko Susuki, Igor Mezic
Uniformly Bounded Sets in Quasiperiodically Forced Dynamical Systems. CoRR (2018)
Milan Korda, Igor Mezic
Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control. Autom. 93 (2018)
Hassan Arbabi, Milan Korda, Igor Mezic
A Data-Driven Koopman Model Predictive Control Framework for Nonlinear Partial Differential Equations. CDC (2018)
Stefan Ivic, Bojan Crnkovic, Igor Mezic
Ergodicity-Based Cooperative Multiagent Area Coverage via a Potential Field. IEEE Trans. Cybern. 47 (8) (2017)
Hassan Arbabi, Igor Mezic
Ergodic Theory, Dynamic Mode Decomposition, and Computation of Spectral Properties of the Koopman Operator. SIAM J. Appl. Dyn. Syst. 16 (4) (2017)
Michael Georgescu, Sophie Loire, Don Kasper, Igor Mezic
Whole-Building Fault Detection: A Scalable Approach Using Spectral Methods. CoRR (2017)
Yoshihiko Susuki, Igor Mezic, Fredrik Raak, Takashi Hikihara
Applied Koopman Operator Theory for Power Systems Technology. CoRR (2017)
Fredrik Raak, Yoshihiko Susuki, Igor Mezic, Takashi Hikihara
On Koopman and dynamic mode decompositions for application to dynamic data with low spatial dimension. CDC (2016)
Alexandre Mauroy, Igor Mezic
Global Stability Analysis Using the Eigenfunctions of the Koopman Operator. IEEE Trans. Autom. Control. 61 (11) (2016)
Thibaud Nesztler, Don Kasper, Michael Georgescu, Sophie Loire, Igor Mezic
Uniformization, organization, association and use of metadata from multiple content providers and manufacturers: A close look at the Building Automation System (BAS) sector. IEEE BigData (2016)
Bradford Littooy, Sophie Loire, Michael Georgescu, Igor Mezic
Pattern recognition and classification of HVAC rule-based faults in commercial buildings. IEEE BigData (2016)
Nithin Govindarajan, Hassan Arbabi, Louis van Blargian, Timothy Matchen, Emma Tegling, Igor Mezic
An operator-theoretic viewpoint to non-smooth dynamical systems: Koopman analysis of a hybrid pendulum. CDC (2016)
Yoshihiko Susuki, Igor Mezic
A prony approximation of Koopman Mode Decomposition. CDC (2015)
Igor Mezic
On applications of the spectral theory of the Koopman operator in dynamical systems and control theory. CDC (2015)
Ryan Mohr, Igor Mezic
Searching for Targets of Nonuniform Size Using Mixing Transformations: Constructive Upper Bounds and Limit Laws. J. Nonlinear Sci. 25 (3) (2015)
Alexandre Mauroy, Blane Rhoads, Jeff Moehlis, Igor Mezic
Global Isochrons and Phase Sensitivity of Bursting Neurons. SIAM J. Appl. Dyn. Syst. 13 (1) (2014)
Sophie Loire, Vladimir A. Fonoberov, Igor Mezic
Performance Study of an Adaptive Controller in the Presence of Uncertainty. IEEE Trans. Control. Syst. Technol. 21 (3) (2013)
Blane Rhoads, Igor Mezic, Andrew Poje
Efficient Guidance in finite time flow fields. CDC (2013)
Sophie Loire, Igor Mezic
Spatial filter averaging approach of probabilistic method to linear second-order partial differential equations of the parabolic type. J. Comput. Phys. 233 (2013)
Maria Fonoberova, Vladimir A. Fonoberov, Igor Mezic
Global sensitivity/uncertainty analysis for agent-based models. Reliab. Eng. Syst. Saf. 118 (2013)
Alexandre Mauroy, Igor Mezic
A spectral operator-theoretic framework for global stability. CDC (2013)
Bryan Eisenhower, Igor Mezic
Uncertainty in the energy dynamics of commercial office buildings. CDC (2012)
Maria Fonoberova, Vladimir A. Fonoberov, Igor Mezic, Jadranka Mezic, P. Jeffrey Brantingham
Nonlinear Dynamics of Crime and Violence in Urban Settings. J. Artif. Soc. Soc. Simul. 15 (1) (2012)
Alice Hubenko, Vladimir A. Fonoberov, George Mathew, Igor Mezic
Multiscale Adaptive Search. IEEE Trans. Syst. Man Cybern. Part B 41 (4) (2011)
Yoshihiko Susuki, Igor Mezic, Takashi Hikihara
Coherent Swing Instability of Power Grids. J. Nonlinear Sci. 21 (3) (2011)
Andrzej Banaszuk, Vladimir A. Fonoberov, Thomas A. Frewen, Marin Kobilarov, George Mathew, Igor Mezic, Alessandro Pinto, Tuhin Sahai, Harshad S. Sane, Alberto Speranzon, Amit Surana
Scalable Approach to Uncertainty Quantification and Robust Design of Interconnected Dynamical Systems CoRR (2011)
Yueheng Lan, Igor Mezic
On the architecture of cell regulation networks. BMC Syst. Biol. 5 (2011)
Andrzej Banaszuk, Vladimir A. Fonoberov, Thomas A. Frewen, Marin Kobilarov, George Mathew, Igor Mezic, Alessandro Pinto, Tuhin Sahai, Harshad S. Sane, Alberto Speranzon, Amit Surana
Scalable approach to uncertainty quantification and robust design of interconnected dynamical systems. Annu. Rev. Control. 35 (1) (2011)
Ryan Mohr, Igor Mezic
The use of ergodic theory in designing dynamics for search problems. CDC (2010)
George Mathew, Amit Surana, Igor Mezic
Uniform coverage control of mobile sensor networks for dynamic target detection. CDC (2010)
Blane Rhoads, Igor Mezic, Andrew Poje
Minimum time feedback control of autonomous underwater vehicles. CDC (2010)
George Mathew, Igor Mezic
Spectral Multiscale Coverage: A uniform coverage algorithm for mobile sensor networks. CDC (2009)
Yoshihiko Susuki, Igor Mezic, Takashi Hikihara
Global swing instability in the New England power grid model. ACC (2009)
Yoshihiko Susuki, Igor Mezic
Ergodic partition of phase space in continuous dynamical systems. CDC (2009)
Marko Budisic, Igor Mezic
An approximate parametrization of the ergodic partition using time averaged observables. CDC (2009)
Igor Mezic, Thordur Runolfsson
Uncertainty propagation in dynamical systems. Autom. 44 (12) (2008)
Bryan Eisenhower, Igor Mezic
Actuation requirements in high dimensional oscillator systems. ACC (2008)
Yoshihiko Susuki, Igor Mezic, Takashi Hikihara
Global swing instability of multimachine power systems. CDC (2008)
Gregory Hagen, Troy Smith, Andrzej Banaszuk, Ronald R. Coifman, Igor Mezic
Validation of low-dimensional models using diffusion maps and harmonic averaging. CDC (2007)
Bryan Eisenhower, Igor Mezic
A mechanism for energy transfer leading to conformation change in networked nonlinear systems. CDC (2007)
Thomas John, Igor Mezic, Umesh G. Vaidya, M. Lelic
Low order modeling, dynamics and control of an inert gas based fire protection system. ACC (2006)
Umesh Vaidya, Gregory Hagen, Stéphane Lafon, Andrzej Banaszuk, Igor Mezic, Ronald R. Coifman
Comparison of Systems using Diffusion Maps. CDC/ECC (2005)
Andrzej Banaszuk, Prashant G. Mehta, Igor Mezic
Spectral balance: a frequency domain framework for analysis of nonlinear dynamical systems. CDC (2004)
Igor Mezic, Thordur Runolfsson
Uncertainty analysis of complex dynamical systems. ACC (2004)
Igor Mezic
Coupled nonlinear dynamical systems: asymptotic behavior and uncertainty propagation. CDC (2004)
Oliver Junge, Jerrold E. Marsden, Igor Mezic
Uncertainty in the dynamics of conservative maps. CDC (2004)
Gregory Hagen, Igor Mezic, Bassam Bamieh
Distributed control design for parabolic evolution equations: application to compressor stall control. IEEE Trans. Autom. Control. 49 (8) (2004)
Subbarao Varigonda, Tamás Kalmár-Nagy, Bob LaBarre, Igor Mezic
Graph decomposition methods for uncertainty propagation in complex, nonlinear interconnected dynamical systems. CDC (2004)
Gregory Hagen, Igor Mezic
Spillover Stabilization in Finite-Dimensional Control and Observer Design for Dissipative Evolution Equations. SIAM J. Control. Optim. 42 (2) (2003)
Prashant G. Mehta, Marios C. Soteriou, Andrzej Banaszuk, Igor Mezic
Fuel control of a ducted bluffbody flame. CDC (2003)
George Mathew, Igor Mezic, Linda Petzold
A multiscale measure for mixing and its applications. CDC (2003)
Umesh G. Vaidya, Domenico D'Alessandro, Igor Mezic
Control of Heisenberg spin systems; Lie algebraic decompositions and action-angle variables. CDC (2003)
Igor Mezic
Controllability of Hamiltonian systems with drift: action-angle variables and ergodic partition. CDC (2003)
Dmitri Vainchtein, Igor Mezic
Capture into resonance: A novel method of efficient control. ECC (2003)
Umesh Vaidya, Igor Mezic
Controllability for a class of discrete-time Hamiltonian systems. CDC (2003)
Domenico D'Alessandro, Igor Mezic, Mohammed Dahleh
Statistical properties of controlled fluid flows with applications to control of mixing. Syst. Control. Lett. 45 (4) (2002)
Umesh Vaidya, Igor Mezic
Controllability of twist maps. ACC (2002)
Igor Mezic
Controllability of group translations. ACC (2001)
André Valente, Igor Mezic
Observability and controllability in systems with moving averages. CDC (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Igor Mezic