Igor Mezic - RankMe

120 papers A* 2C 9Journal 68Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An overview of Koopman-based control: From error bounds to closed-loop guarantees. Annu. Rev. Control. Robin Strässer, Karl Worthmann, Igor Mezic, Julian Berberich, Manuel Schaller, Frank Allgöwer
2026	J	`jnl`	Bridging the Gap Between Koopmanism and Response Theory: Using Natural Variability to Predict Forced Response. SIAM J. Appl. Dyn. Syst. Niccolò Zagli, Matthew J. Colbrook, Valerio Lucarini, Igor Mezic, John Moroney
2026	J	`jnl`	On Koopman Resolvents and Frequency Response of Nonlinear Systems. CoRR Yoshihiko Susuki, Natsuki Katayama, Alexandre Mauroy, Igor Mezic
2025	J	`jnl`	An overview of Koopman-based control: From error bounds to closed-loop guarantees. CoRR Robin Strässer, Karl Worthmann, Igor Mezic, Julian Berberich, Manuel Schaller, Frank Allgöwer
2025	J	`jnl`	Clarifying the Effect of Mean Subtraction on Dynamic Mode Decomposition. SIAM J. Appl. Dyn. Syst. Gowtham S. Seenivasaharagavan, Milan Korda, Hassan Arbabi, Igor Mezic
2025	—	`conf`	Koopman Operator Extensions for Control: Bridging Infinite Input Sequences and Operator Families. CDC Masih Haseli, Igor Mezic, Jorge Cortés
2025	J	`jnl`	Koopman Reduced-Order Modeling with Confidence Bounds. SIAM J. Appl. Dyn. Syst. Ryan Mohr, Maria Fonoberova, Igor Mezic
2025	J	`jnl`	Two Roads to Koopman Operator Theory for Control: Infinite Input Sequences and Operator Families. CoRR Masih Haseli, Igor Mezic, Jorge Cortés
2024	A*	`conf`	Identifying Equivalent Training Dynamics. NeurIPS William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic
2024	J	`jnl`	Koopman-driven grip force prediction through EMG sensing. CoRR Tomislav Bazina, Ervin Kamenar, Maria Fonoberova, Igor Mezic
2024	J	`jnl`	Limits and Powers of Koopman Learning. CoRR Matthew J. Colbrook, Igor Mezic, Alexei Stepanenko
2024	J	`jnl`	On Higher Order Drift and Diffusion Estimates for Stochastic SINDy. SIAM J. Appl. Dyn. Syst. Mathias Wanner, Igor Mezic
2023	J	`jnl`	A data driven Koopman-Schur decomposition for computational analysis of nonlinear dynamics. CoRR Zlatko Drmac, Igor Mezic
2023	J	`jnl`	Control of soft robots with inertial dynamics. Sci. Robotics David A. Haggerty, Michael J. Banks, Ervin Kamenar, Alan B. Cao, Patrick C. Curtis, Igor Mezic, Elliot W. Hawkes
2023	J	`jnl`	Koopman Learning with Episodic Memory. CoRR William T. Redman, Dean Huang, Maria Fonoberova, Igor Mezic
2023	J	`jnl`	On Equivalent Optimization of Machine Learning Methods. CoRR William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2023	J	`jnl`	On Numerical Methods for Stochastic SINDy. CoRR Mathias Wanner, Igor Mezic
2023	J	`jnl`	Spectral Properties of Pullback Operators on Vector Bundles of a Dynamical System. SIAM J. Appl. Dyn. Syst. Allan M. Avila, Igor Mezic
2023	J	`jnl`	Trajectory Estimation in Unknown Nonlinear Manifold Using Koopman Operator Theory. CoRR Yanran Wang, Michael J. Banks, Igor Mezic, Takashi Hikihara
2022	—	`conf`	Algorithmic (Semi-)Conjugacy via Koopman Operator Theory. CDC William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2022	J	`jnl`	Algorithmic (Semi-)Conjugacy via Koopman Operator Theory. CoRR William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2022	A*	`conf`	An Operator Theoretic View On Pruning Deep Neural Networks. ICLR William T. Redman, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic
2022	J	`jnl`	Robust Approximation of the Stochastic Koopman Operator. SIAM J. Appl. Dyn. Syst. Mathias Wanner, Igor Mezic
2021	J	`jnl`	An Operator Theoretic Perspective on Pruning Deep Neural Networks. CoRR William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2021	—	`conf`	Applications of Koopman Mode Analysis to Neural Networks. AAAI Spring Symposium: MLPS Ryan Mohr, Maria Fonoberova, Iva Manojlovic, Aleksandr Andrejcuk, Zlatko Drmac, Yannis G. Kevrekidis, Igor Mezic
2021	—	`conf`	Combining Programmable Potentials and Neural Networks for Materials Problems. AAAI Spring Symposium: MLPS Ryan Mohr, Allan M. Avila, Soham Ghosh, Ananta Bhattarai, Muqiao Yang, Xintian Feng, Martin Head-Gordon, Ruslan Salakhutdinov, Maria Fonoberova, Igor Mezic
2021	J	`jnl`	Convex Computation of Extremal Invariant Measures of Nonlinear Dynamical Systems and Markov Processes. J. Nonlinear Sci. Milan Korda, Didier Henrion, Igor Mezic
2021	C	`conf`	Game Balancing using Koopman-based Learning. ACC Allan M. Avila, Maria Fonoberova, João P. Hespanha, Igor Mezic, Daniel Clymer, Jonathan Goldstein, Marco A. Pravia, Daniel Javorsek
2021	J	`jnl`	Koopman Resolvent: A Laplace-Domain Analysis of Nonlinear Autonomous Dynamical Systems. SIAM J. Appl. Dyn. Syst. Yoshihiko Susuki, Alexandre Mauroy, Igor Mezic
2021	J	`jnl`	On the Approximation of Koopman Spectra of Measure-Preserving Flows. SIAM J. Appl. Dyn. Syst. Nithin Govindarajan, Ryan Mohr, Shivkumar Chandrasekaran, Igor Mezic
2021	J	`jnl`	Predicting the Critical Number of Layers for Hierarchical Support Vector Regression. Entropy Ryan Mohr, Maria Fonoberova, Zlatko Drmac, Iva Manojlovic, Igor Mezic
2020	J	`jnl`	Applications of Koopman Mode Analysis to Neural Networks. CoRR Iva Manojlovic, Maria Fonoberova, Ryan Mohr, Aleksandr Andrejcuk, Zlatko Drmac, Yannis G. Kevrekidis, Igor Mezic
2020	C	`conf`	Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control. ACC Carl Folkestad, Daniel Pastor, Igor Mezic, Ryan Mohr, Maria Fonoberova, Joel Burdick
2020	J	`jnl`	Invariant Sets in Quasiperiodically Forced Dynamical Systems. SIAM J. Appl. Dyn. Syst. Yoshihiko Susuki, Igor Mezic
2020	J	`jnl`	Koopman Operator Spectrum for Random Dynamical Systems. J. Nonlinear Sci. Nelida Crnjaric-Zic, Senka Macesic, Igor Mezic
2020	J	`jnl`	Koopman Resolvent: A Laplace-Domain Analysis of Nonlinear Autonomous Dynamical Systems. CoRR Yoshihiko Susuki, Alexandre Mauroy, Igor Mezic
2020	J	`jnl`	Modeling, Reduction, and Control of a Helically Actuated Inertial Soft Robotic Arm via the Koopman Operator. CoRR David A. Haggerty, Michael J. Banks, Patrick C. Curtis, Igor Mezic, Elliot W. Hawkes
2020	J	`jnl`	On Least Squares Problems with Certain Vandermonde-Khatri-Rao Structure with Applications to DMD. SIAM J. Sci. Comput. Zlatko Drmac, Igor Mezic, Ryan Mohr
2020	J	`jnl`	Optimal Construction of Koopman Eigenfunctions for Prediction and Control. IEEE Trans. Autom. Control. Milan Korda, Igor Mezic
2020	J	`jnl`	Predicting the Critical Number of Layers for Hierarchical Support Vector Regression. CoRR Ryan Mohr, Maria Fonoberova, Zlatko Drmac, Iva Manojlovic, Igor Mezic
2020	—	`conf`	Prediction of the behavior of a pneumatic soft robot based on Koopman operator theory. MIPRO Ervin Kamenar, Nelida Crnjaric-Zic, David A. Haggerty, Sasa Zelenika, Elliot W. Hawkes, Igor Mezic
2020	J	`jnl`	Search strategy in a complex and dynamic environment: the MH370 case. CoRR Stefan Ivic, Bojan Crnkovic, Hassan Arbabi, Sophie Loire, Patrick Clary, Igor Mezic
2020	J	`jnl`	Spectrum of the Koopman Operator, Spectral Expansions in Functional Spaces, and State-Space Geometry. J. Nonlinear Sci. Igor Mezic
2019	J	`jnl`	Control-Oriented, Data-Driven Models of Thermal Dynamics. CoRR Ljuboslav Boskic, Milan Korda, Igor Mezic
2019	J	`jnl`	Data Driven Koopman Spectral Analysis in Vandermonde-Cauchy Form via the DFT: Numerical Method and Theoretical Insights. SIAM J. Sci. Comput. Zlatko Drmac, Igor Mezic, Ryan Mohr
2019	J	`jnl`	Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control. CoRR Carl Folkestad, Daniel Pastor, Igor Mezic, Ryan Mohr, Maria Fonoberova, Joel Burdick
2019	J	`jnl`	On the Approximation of Koopman Spectra for Measure Preserving Transformations. SIAM J. Appl. Dyn. Syst. Nithin Govindarajan, Ryan Mohr, Shivkumar Chandrasekaran, Igor Mezic
2019	J	`jnl`	Spectral Complexity of Directed Graphs and Application to Structural Decomposition. Complex. Igor Mezic, Vladimir A. Fonoberov, Maria Fonoberova, Tuhin Sahai
2018	—	`conf`	A Data-Driven Koopman Model Predictive Control Framework for Nonlinear Partial Differential Equations. CDC Hassan Arbabi, Milan Korda, Igor Mezic
2018	J	`jnl`	Data Driven Modal Decompositions: Analysis and Enhancements. SIAM J. Sci. Comput. Zlatko Drmac, Igor Mezic, Ryan Mohr
2018	J	`jnl`	Koopman Operator Family Spectrum for Nonautonomous Systems. SIAM J. Appl. Dyn. Syst. Senka Macesic, Nelida Crnjaric-Zic, Igor Mezic
2018	J	`jnl`	Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control. Autom. Milan Korda, Igor Mezic
2018	J	`jnl`	On Convergence of Extended Dynamic Mode Decomposition to the Koopman Operator. J. Nonlinear Sci. Milan Korda, Igor Mezic
2018	J	`jnl`	On least squares problems with certain Vandermonde-Khatri-Rao structure with applications to DMD. CoRR Zlatko Drmac, Igor Mezic, Ryan Mohr
2018	J	`jnl`	Uniformly Bounded Sets in Quasiperiodically Forced Dynamical Systems. CoRR Yoshihiko Susuki, Igor Mezic
2017	J	`jnl`	Applied Koopman Operator Theory for Power Systems Technology. CoRR Yoshihiko Susuki, Igor Mezic, Fredrik Raak, Takashi Hikihara
2017	J	`jnl`	Ergodic Theory, Dynamic Mode Decomposition, and Computation of Spectral Properties of the Koopman Operator. SIAM J. Appl. Dyn. Syst. Hassan Arbabi, Igor Mezic
2017	J	`jnl`	Ergodicity-Based Cooperative Multiagent Area Coverage via a Potential Field. IEEE Trans. Cybern. Stefan Ivic, Bojan Crnkovic, Igor Mezic
2017	J	`jnl`	Whole-Building Fault Detection: A Scalable Approach Using Spectral Methods. CoRR Michael Georgescu, Sophie Loire, Don Kasper, Igor Mezic
2016	—	`conf`	An operator-theoretic viewpoint to non-smooth dynamical systems: Koopman analysis of a hybrid pendulum. CDC Nithin Govindarajan, Hassan Arbabi, Louis van Blargian, Timothy Matchen, Emma Tegling, Igor Mezic
2016	J	`jnl`	Global Stability Analysis Using the Eigenfunctions of the Koopman Operator. IEEE Trans. Autom. Control. Alexandre Mauroy, Igor Mezic
2016	—	`conf`	On Koopman and dynamic mode decompositions for application to dynamic data with low spatial dimension. CDC Fredrik Raak, Yoshihiko Susuki, Igor Mezic, Takashi Hikihara
2016	—	`conf`	Pattern recognition and classification of HVAC rule-based faults in commercial buildings. IEEE BigData Bradford Littooy, Sophie Loire, Michael Georgescu, Igor Mezic
2016	—	`conf`	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 Thibaud Nesztler, Don Kasper, Michael Georgescu, Sophie Loire, Igor Mezic
2015	—	`conf`	A prony approximation of Koopman Mode Decomposition. CDC Yoshihiko Susuki, Igor Mezic
2015	—	`conf`	On applications of the spectral theory of the Koopman operator in dynamical systems and control theory. CDC Igor Mezic
2015	J	`jnl`	Searching for Targets of Nonuniform Size Using Mixing Transformations: Constructive Upper Bounds and Limit Laws. J. Nonlinear Sci. Ryan Mohr, Igor Mezic
2014	J	`jnl`	Global Isochrons and Phase Sensitivity of Bursting Neurons. SIAM J. Appl. Dyn. Syst. Alexandre Mauroy, Blane Rhoads, Jeff Moehlis, Igor Mezic
2013	—	`conf`	A spectral operator-theoretic framework for global stability. CDC Alexandre Mauroy, Igor Mezic
2013	—	`conf`	Efficient Guidance in finite time flow fields. CDC Blane Rhoads, Igor Mezic, Andrew Poje
2013	J	`jnl`	Global sensitivity/uncertainty analysis for agent-based models. Reliab. Eng. Syst. Saf. Maria Fonoberova, Vladimir A. Fonoberov, Igor Mezic
2013	J	`jnl`	Performance Study of an Adaptive Controller in the Presence of Uncertainty. IEEE Trans. Control. Syst. Technol. Sophie Loire, Vladimir A. Fonoberov, Igor Mezic
2013	J	`jnl`	Spatial filter averaging approach of probabilistic method to linear second-order partial differential equations of the parabolic type. J. Comput. Phys. Sophie Loire, Igor Mezic
2012	J	`jnl`	Nonlinear Dynamics of Crime and Violence in Urban Settings. J. Artif. Soc. Soc. Simul. Maria Fonoberova, Vladimir A. Fonoberov, Igor Mezic, Jadranka Mezic, P. Jeffrey Brantingham
2012	—	`conf`	Uncertainty in the energy dynamics of commercial office buildings. CDC Bryan Eisenhower, Igor Mezic
2011	J	`jnl`	Coherent Swing Instability of Power Grids. J. Nonlinear Sci. Yoshihiko Susuki, Igor Mezic, Takashi Hikihara
2011	J	`jnl`	Multiscale Adaptive Search. IEEE Trans. Syst. Man Cybern. Part B Alice Hubenko, Vladimir A. Fonoberov, George Mathew, Igor Mezic
2011	J	`jnl`	On the architecture of cell regulation networks. BMC Syst. Biol. Yueheng Lan, Igor Mezic
2011	J	`jnl`	Scalable Approach to Uncertainty Quantification and Robust Design of Interconnected Dynamical Systems CoRR 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
2011	J	`jnl`	Scalable approach to uncertainty quantification and robust design of interconnected dynamical systems. Annu. Rev. Control. 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
2010	—	`conf`	Minimum time feedback control of autonomous underwater vehicles. CDC Blane Rhoads, Igor Mezic, Andrew Poje
2010	—	`conf`	The use of ergodic theory in designing dynamics for search problems. CDC Ryan Mohr, Igor Mezic
2010	—	`conf`	Uniform coverage control of mobile sensor networks for dynamic target detection. CDC George Mathew, Amit Surana, Igor Mezic
2009	—	`conf`	An approximate parametrization of the ergodic partition using time averaged observables. CDC Marko Budisic, Igor Mezic
2009	—	`conf`	Ergodic partition of phase space in continuous dynamical systems. CDC Yoshihiko Susuki, Igor Mezic
2009	C	`conf`	Global swing instability in the New England power grid model. ACC Yoshihiko Susuki, Igor Mezic, Takashi Hikihara
2009	—	`conf`	Spectral Multiscale Coverage: A uniform coverage algorithm for mobile sensor networks. CDC George Mathew, Igor Mezic
2008	C	`conf`	Actuation requirements in high dimensional oscillator systems. ACC Bryan Eisenhower, Igor Mezic
2008	—	`conf`	Global swing instability of multimachine power systems. CDC Yoshihiko Susuki, Igor Mezic, Takashi Hikihara
2008	J	`jnl`	Uncertainty propagation in dynamical systems. Autom. Igor Mezic, Thordur Runolfsson
2007	—	`conf`	A mechanism for energy transfer leading to conformation change in networked nonlinear systems. CDC Bryan Eisenhower, Igor Mezic
2007	—	`conf`	Validation of low-dimensional models using diffusion maps and harmonic averaging. CDC Gregory Hagen, Troy Smith, Andrzej Banaszuk, Ronald R. Coifman, Igor Mezic
2006	C	`conf`	Low order modeling, dynamics and control of an inert gas based fire protection system. ACC Thomas John, Igor Mezic, Umesh G. Vaidya, M. Lelic
2005	—	`conf`	Comparison of Systems using Diffusion Maps. CDC/ECC Umesh Vaidya, Gregory Hagen, Stéphane Lafon, Andrzej Banaszuk, Igor Mezic, Ronald R. Coifman
2004	—	`conf`	Coupled nonlinear dynamical systems: asymptotic behavior and uncertainty propagation. CDC Igor Mezic
2004	J	`jnl`	Distributed control design for parabolic evolution equations: application to compressor stall control. IEEE Trans. Autom. Control. Gregory Hagen, Igor Mezic, Bassam Bamieh
2004	—	`conf`	Graph decomposition methods for uncertainty propagation in complex, nonlinear interconnected dynamical systems. CDC Subbarao Varigonda, Tamás Kalmár-Nagy, Bob LaBarre, Igor Mezic
2004	—	`conf`	Spectral balance: a frequency domain framework for analysis of nonlinear dynamical systems. CDC Andrzej Banaszuk, Prashant G. Mehta, Igor Mezic
2004	C	`conf`	Uncertainty analysis of complex dynamical systems. ACC Igor Mezic, Thordur Runolfsson
2004	—	`conf`	Uncertainty in the dynamics of conservative maps. CDC Oliver Junge, Jerrold E. Marsden, Igor Mezic
2003	—	`conf`	A multiscale measure for mixing and its applications. CDC George Mathew, Igor Mezic, Linda R. Petzold
2003	—	`conf`	Capture into resonance: A novel method of efficient control. ECC Dmitri Vainchtein, Igor Mezic
2003	—	`conf`	Control of Heisenberg spin systems; Lie algebraic decompositions and action-angle variables. CDC Umesh G. Vaidya, Domenico D'Alessandro, Igor Mezic
2003	—	`conf`	Controllability for a class of discrete-time Hamiltonian systems. CDC Umesh Vaidya, Igor Mezic
2003	—	`conf`	Controllability of Hamiltonian systems with drift: action-angle variables and ergodic partition. CDC Igor Mezic
2003	—	`conf`	Fuel control of a ducted bluffbody flame. CDC Prashant G. Mehta, Marios C. Soteriou, Andrzej Banaszuk, Igor Mezic
2003	J	`jnl`	Spillover Stabilization in Finite-Dimensional Control and Observer Design for Dissipative Evolution Equations. SIAM J. Control. Optim. Gregory Hagen, Igor Mezic
2002	C	`conf`	Controllability of twist maps. ACC Umesh Vaidya, Igor Mezic
2002	J	`jnl`	Statistical properties of controlled fluid flows with applications to control of mixing. Syst. Control. Lett. Domenico D'Alessandro, Igor Mezic, Mohammed Dahleh
2001	—	`conf`	A framework for destabilization of dynamical systems and mixing enhancement. CDC Bassam Bamieh, Igor Mezic, Makan Fardad
2001	C	`conf`	Controllability of group translations. ACC Igor Mezic
2001	—	`conf`	Finite-dimensional decentralized control of semilinear dissipative parabolic PDEs. CDC Gregory Hagen, Igor Mezic
2001	—	`conf`	Observability and controllability in systems with moving averages. CDC André Valente, Igor Mezic
2000	—	`conf`	Comparison of systems with complex behavior: spectral methods. CDC Igor Mezic, Andrzej Banaszuk
2000	C	`conf`	Control spillover in dissipative evolution equations. ACC Gregory Hagen, Igor Mezic
2000	—	`conf`	Controlling vortex motion and chaotic advection. CDC Bernd R. Noack, Igor Mezic, Andrzej Banaszuk
2000	—	`conf`	Overview of some theoretical and experimental results on modeling and control of shear flows. CDC Igor Mezic, S. Narayanan
1999	J	`jnl`	Control of mixing in fluid flow: a maximum entropy approach. IEEE Trans. Autom. Control. Domenico D'Alessandro, Mohammed Dahleh, Igor Mezic
1999	J	`jnl`	Dynamical analysis and control of microcantilevers. Autom. M. Ashhab, Murti V. Salapaka, Mohammed Dahleh, Igor Mezic
1996	J	`jnl`	Maximal Effective Diffusivity for Time-Periodic Incompressible Fluid Flows. SIAM J. Appl. Math. Igor Mezic, John F. Brady, Stephen Wiggins