Maximal Effective Diffusivity for Time-Periodic Incompressible Fluid Flows. - Igor Mezic; John F. Brady; Stephen Wiggins (SIAM J. Appl. Math., 1996)

Dynamical analysis and control of microcantilevers. - M. Ashhab; Murti V. Salapaka; Mohammed Dahleh; Igor Mezic (Autom., 1999)

Control of mixing in fluid flow: a maximum entropy approach. - Domenico D'Alessandro; Mohammed Dahleh; Igor Mezic (IEEE Trans. Autom. Control., 1999)

Control spillover in dissipative evolution equations. - Gregory Hagen; Igor Mezic (ACC, 2000)

Comparison of systems with complex behavior: spectral methods. - Igor Mezic; Andrzej Banaszuk (CDC, 2000)

Overview of some theoretical and experimental results on modeling and control of shear flows. - Igor Mezic; S. Narayanan (CDC, 2000)

Controlling vortex motion and chaotic advection. - Bernd R. Noack; Igor Mezic; Andrzej Banaszuk (CDC, 2000)

Controllability of group translations. - Igor Mezic (ACC, 2001)

A framework for destabilization of dynamical systems and mixing enhancement. - Bassam Bamieh; Igor Mezic; Makan Fardad (CDC, 2001)

Finite-dimensional decentralized control of semilinear dissipative parabolic PDEs. - Gregory Hagen; Igor Mezic (CDC, 2001)

Observability and controllability in systems with moving averages. - André Valente; Igor Mezic (CDC, 2001)

Controllability of twist maps. - Umesh Vaidya; Igor Mezic (ACC, 2002)

Statistical properties of controlled fluid flows with applications to control of mixing. - Domenico D'Alessandro; Igor Mezic; Mohammed Dahleh (Syst. Control. Lett., 2002)

A multiscale measure for mixing and its applications. - George Mathew; Igor Mezic; Linda R. Petzold (CDC, 2003)

Fuel control of a ducted bluffbody flame. - Prashant G. Mehta; Marios C. Soteriou; Andrzej Banaszuk; Igor Mezic (CDC, 2003)

Controllability of Hamiltonian systems with drift: action-angle variables and ergodic partition. - Igor Mezic (CDC, 2003)

Control of Heisenberg spin systems; Lie algebraic decompositions and action-angle variables. - Umesh G. Vaidya; Domenico D'Alessandro; Igor Mezic (CDC, 2003)

Controllability for a class of discrete-time Hamiltonian systems. - Umesh Vaidya; Igor Mezic (CDC, 2003)

Capture into resonance: A novel method of efficient control. - Dmitri Vainchtein; Igor Mezic (ECC, 2003)

Spillover Stabilization in Finite-Dimensional Control and Observer Design for Dissipative Evolution Equations. - Gregory Hagen; Igor Mezic (SIAM J. Control. Optim., 2003)

Uncertainty analysis of complex dynamical systems. - Igor Mezic; Thordur Runolfsson (ACC, 2004)

Spectral balance: a frequency domain framework for analysis of nonlinear dynamical systems. - Andrzej Banaszuk; Prashant G. Mehta; Igor Mezic (CDC, 2004)

Uncertainty in the dynamics of conservative maps. - Oliver Junge; Jerrold E. Marsden; Igor Mezic (CDC, 2004)

Coupled nonlinear dynamical systems: asymptotic behavior and uncertainty propagation. - Igor Mezic (CDC, 2004)

Graph decomposition methods for uncertainty propagation in complex, nonlinear interconnected dynamical systems. - Subbarao Varigonda; Tamás Kalmár-Nagy; Bob LaBarre; Igor Mezic (CDC, 2004)

Distributed control design for parabolic evolution equations: application to compressor stall control. - Gregory Hagen; Igor Mezic; Bassam Bamieh (IEEE Trans. Autom. Control., 2004)

Comparison of Systems using Diffusion Maps. - Umesh Vaidya; Gregory Hagen; Stéphane Lafon; Andrzej Banaszuk; Igor Mezic; Ronald R. Coifman (CDC/ECC, 2005)

Low order modeling, dynamics and control of an inert gas based fire protection system. - Thomas John; Igor Mezic; Umesh G. Vaidya; M. Lelic (ACC, 2006)

A mechanism for energy transfer leading to conformation change in networked nonlinear systems. - Bryan Eisenhower; Igor Mezic (CDC, 2007)

Validation of low-dimensional models using diffusion maps and harmonic averaging. - Gregory Hagen; Troy Smith; Andrzej Banaszuk; Ronald R. Coifman; Igor Mezic (CDC, 2007)

Actuation requirements in high dimensional oscillator systems. - Bryan Eisenhower; Igor Mezic (ACC, 2008)

Global swing instability of multimachine power systems. - Yoshihiko Susuki; Igor Mezic; Takashi Hikihara (CDC, 2008)

Uncertainty propagation in dynamical systems. - Igor Mezic; Thordur Runolfsson (Autom., 2008)

Global swing instability in the New England power grid model. - Yoshihiko Susuki; Igor Mezic; Takashi Hikihara (ACC, 2009)

An approximate parametrization of the ergodic partition using time averaged observables. - Marko Budisic; Igor Mezic (CDC, 2009)

Spectral Multiscale Coverage: A uniform coverage algorithm for mobile sensor networks. - George Mathew; Igor Mezic (CDC, 2009)

Ergodic partition of phase space in continuous dynamical systems. - Yoshihiko Susuki; Igor Mezic (CDC, 2009)

Uniform coverage control of mobile sensor networks for dynamic target detection. - George Mathew; Amit Surana; Igor Mezic (CDC, 2010)

The use of ergodic theory in designing dynamics for search problems. - Ryan Mohr; Igor Mezic (CDC, 2010)

Minimum time feedback control of autonomous underwater vehicles. - Blane Rhoads; Igor Mezic; Andrew Poje (CDC, 2010)

Scalable approach to uncertainty quantification and robust design of interconnected dynamical systems. - 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 (Annu. Rev. Control., 2011)

On the architecture of cell regulation networks. - Yueheng Lan; Igor Mezic (BMC Syst. Biol., 2011)

Coherent Swing Instability of Power Grids. - Yoshihiko Susuki; Igor Mezic; Takashi Hikihara (J. Nonlinear Sci., 2011)

Multiscale Adaptive Search. - Alice Hubenko; Vladimir A. Fonoberov; George Mathew; Igor Mezic (IEEE Trans. Syst. Man Cybern. Part B, 2011)

Uncertainty in the energy dynamics of commercial office buildings. - Bryan Eisenhower; Igor Mezic (CDC, 2012)

Nonlinear Dynamics of Crime and Violence in Urban Settings. - Maria Fonoberova; Vladimir A. Fonoberov; Igor Mezic; Jadranka Mezic; P. Jeffrey Brantingham (J. Artif. Soc. Soc. Simul., 2012)

A spectral operator-theoretic framework for global stability. - Alexandre Mauroy; Igor Mezic (CDC, 2013)

Efficient Guidance in finite time flow fields. - Blane Rhoads; Igor Mezic; Andrew Poje (CDC, 2013)

Spatial filter averaging approach of probabilistic method to linear second-order partial differential equations of the parabolic type. - Sophie Loire; Igor Mezic (J. Comput. Phys., 2013)

Global sensitivity/uncertainty analysis for agent-based models. - Maria Fonoberova; Vladimir A. Fonoberov; Igor Mezic (Reliab. Eng. Syst. Saf., 2013)

Performance Study of an Adaptive Controller in the Presence of Uncertainty. - Sophie Loire; Vladimir A. Fonoberov; Igor Mezic (IEEE Trans. Control. Syst. Technol., 2013)

Global Isochrons and Phase Sensitivity of Bursting Neurons. - Alexandre Mauroy; Blane Rhoads; Jeff Moehlis; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2014)

On applications of the spectral theory of the Koopman operator in dynamical systems and control theory. - Igor Mezic (CDC, 2015)

A prony approximation of Koopman Mode Decomposition. - Yoshihiko Susuki; Igor Mezic (CDC, 2015)

Searching for Targets of Nonuniform Size Using Mixing Transformations: Constructive Upper Bounds and Limit Laws. - Ryan Mohr; Igor Mezic (J. Nonlinear Sci., 2015)

Pattern recognition and classification of HVAC rule-based faults in commercial buildings. - Bradford Littooy; Sophie Loire; Michael Georgescu; Igor Mezic (IEEE BigData, 2016)

Uniformization, organization, association and use of metadata from multiple content providers and manufacturers: A close look at the Building Automation System (BAS) sector. - Thibaud Nesztler; Don Kasper; Michael Georgescu; Sophie Loire; Igor Mezic (IEEE BigData, 2016)

An operator-theoretic viewpoint to non-smooth dynamical systems: Koopman analysis of a hybrid pendulum. - Nithin Govindarajan; Hassan Arbabi; Louis van Blargian; Timothy Matchen; Emma Tegling; Igor Mezic (CDC, 2016)

On Koopman and dynamic mode decompositions for application to dynamic data with low spatial dimension. - Fredrik Raak; Yoshihiko Susuki; Igor Mezic; Takashi Hikihara (CDC, 2016)

Global Stability Analysis Using the Eigenfunctions of the Koopman Operator. - Alexandre Mauroy; Igor Mezic (IEEE Trans. Autom. Control., 2016)

Whole-Building Fault Detection: A Scalable Approach Using Spectral Methods. - Michael Georgescu; Sophie Loire; Don Kasper; Igor Mezic (CoRR, 2017)

Applied Koopman Operator Theory for Power Systems Technology. - Yoshihiko Susuki; Igor Mezic; Fredrik Raak; Takashi Hikihara (CoRR, 2017)

Ergodic Theory, Dynamic Mode Decomposition, and Computation of Spectral Properties of the Koopman Operator. - Hassan Arbabi; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2017)

Ergodicity-Based Cooperative Multiagent Area Coverage via a Potential Field. - Stefan Ivic; Bojan Crnkovic; Igor Mezic (IEEE Trans. Cybern., 2017)

A Data-Driven Koopman Model Predictive Control Framework for Nonlinear Partial Differential Equations. - Hassan Arbabi; Milan Korda; Igor Mezic (CDC, 2018)

Linear predictors for nonlinear dynamical systems: Koopman operator meets model predictive control. - Milan Korda; Igor Mezic (Autom., 2018)

Uniformly Bounded Sets in Quasiperiodically Forced Dynamical Systems. - Yoshihiko Susuki; Igor Mezic (CoRR, 2018)

On Convergence of Extended Dynamic Mode Decomposition to the Koopman Operator. - Milan Korda; Igor Mezic (J. Nonlinear Sci., 2018)

Koopman Operator Family Spectrum for Nonautonomous Systems. - Senka Macesic; Nelida Crnjaric-Zic; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2018)

Data Driven Modal Decompositions: Analysis and Enhancements. - Zlatko Drmac; Igor Mezic; Ryan Mohr (SIAM J. Sci. Comput., 2018)

Spectral Complexity of Directed Graphs and Application to Structural Decomposition. - Igor Mezic; Vladimir A. Fonoberov; Maria Fonoberova; Tuhin Sahai (Complex., 2019)

Control-Oriented, Data-Driven Models of Thermal Dynamics. - Ljuboslav Boskic; Milan Korda; Igor Mezic (CoRR, 2019)

On the Approximation of Koopman Spectra for Measure Preserving Transformations. - Nithin Govindarajan; Ryan Mohr; Shivkumar Chandrasekaran; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2019)

Data Driven Koopman Spectral Analysis in Vandermonde-Cauchy Form via the DFT: Numerical Method and Theoretical Insights. - Zlatko Drmac; Igor Mezic; Ryan Mohr (SIAM J. Sci. Comput., 2019)

Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control. - Carl Folkestad; Daniel Pastor; Igor Mezic; Ryan Mohr; Maria Fonoberova; Joel Burdick (ACC, 2020)

Prediction of the behavior of a pneumatic soft robot based on Koopman operator theory. - Ervin Kamenar; Nelida Crnjaric-Zic; David A. Haggerty; Sasa Zelenika; Elliot W. Hawkes; Igor Mezic (MIPRO, 2020)

Search strategy in a complex and dynamic environment: the MH370 case. - Stefan Ivic; Bojan Crnkovic; Hassan Arbabi; Sophie Loire; Patrick Clary; Igor Mezic (CoRR, 2020)

Modeling, Reduction, and Control of a Helically Actuated Inertial Soft Robotic Arm via the Koopman Operator. - David A. Haggerty; Michael J. Banks; Patrick C. Curtis; Igor Mezic; Elliot W. Hawkes (CoRR, 2020)

Koopman Operator Spectrum for Random Dynamical Systems. - Nelida Crnjaric-Zic; Senka Macesic; Igor Mezic (J. Nonlinear Sci., 2020)

Spectrum of the Koopman Operator, Spectral Expansions in Functional Spaces, and State-Space Geometry. - Igor Mezic (J. Nonlinear Sci., 2020)

Invariant Sets in Quasiperiodically Forced Dynamical Systems. - Yoshihiko Susuki; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2020)

On Least Squares Problems with Certain Vandermonde-Khatri-Rao Structure with Applications to DMD. - Zlatko Drmac; Igor Mezic; Ryan Mohr (SIAM J. Sci. Comput., 2020)

Optimal Construction of Koopman Eigenfunctions for Prediction and Control. - Milan Korda; Igor Mezic (IEEE Trans. Autom. Control., 2020)

Combining Programmable Potentials and Neural Networks for Materials Problems. - Ryan Mohr; Allan M. Avila; Soham Ghosh; Ananta Bhattarai; Muqiao Yang; Xintian Feng; Martin Head-Gordon; Ruslan Salakhutdinov; Maria Fonoberova; Igor Mezic (AAAI Spring Symposium: MLPS, 2021)

Applications of Koopman Mode Analysis to Neural Networks. - Ryan Mohr; Maria Fonoberova; Iva Manojlovic; Aleksandr Andrejcuk; Zlatko Drmac; Yannis G. Kevrekidis; Igor Mezic (AAAI Spring Symposium: MLPS, 2021)

Game Balancing using Koopman-based Learning. - Allan M. Avila; Maria Fonoberova; João P. Hespanha 001; Igor Mezic; Daniel Clymer; Jonathan Goldstein; Marco A. Pravia; Daniel Javorsek (ACC, 2021)

An Operator Theoretic Perspective on Pruning Deep Neural Networks. - William T. Redman; Maria Fonoberova; Ryan Mohr; Ioannis G. Kevrekidis; Igor Mezic (CoRR, 2021)

Predicting the Critical Number of Layers for Hierarchical Support Vector Regression. - Ryan Mohr; Maria Fonoberova; Zlatko Drmac; Iva Manojlovic; Igor Mezic (Entropy, 2021)

Convex Computation of Extremal Invariant Measures of Nonlinear Dynamical Systems and Markov Processes. - Milan Korda; Didier Henrion; Igor Mezic (J. Nonlinear Sci., 2021)

On the Approximation of Koopman Spectra of Measure-Preserving Flows. - Nithin Govindarajan; Ryan Mohr; Shivkumar Chandrasekaran; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2021)

Koopman Resolvent: A Laplace-Domain Analysis of Nonlinear Autonomous Dynamical Systems. - Yoshihiko Susuki; Alexandre Mauroy; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2021)

Algorithmic (Semi-)Conjugacy via Koopman Operator Theory. - William T. Redman; Maria Fonoberova; Ryan Mohr; Ioannis G. Kevrekidis; Igor Mezic (CDC, 2022)

An Operator Theoretic View On Pruning Deep Neural Networks. - William T. Redman; Maria Fonoberova; Ryan Mohr; Yannis G. Kevrekidis; Igor Mezic (ICLR, 2022)

Robust Approximation of the Stochastic Koopman Operator. - Mathias Wanner; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2022)

On Equivalent Optimization of Machine Learning Methods. - William T. Redman; Juan M. Bello-Rivas; Maria Fonoberova; Ryan Mohr; Ioannis G. Kevrekidis; Igor Mezic (CoRR, 2023)

On Numerical Methods for Stochastic SINDy. - Mathias Wanner; Igor Mezic (CoRR, 2023)

Koopman Learning with Episodic Memory. - William T. Redman; Dean Huang; Maria Fonoberova; Igor Mezic (CoRR, 2023)

Trajectory Estimation in Unknown Nonlinear Manifold Using Koopman Operator Theory. - Yanran Wang; Michael J. Banks; Igor Mezic; Takashi Hikihara (CoRR, 2023)

A data driven Koopman-Schur decomposition for computational analysis of nonlinear dynamics. - Zlatko Drmac; Igor Mezic (CoRR, 2023)

Control of soft robots with inertial dynamics. - David A. Haggerty; Michael J. Banks; Ervin Kamenar; Alan B. Cao; Patrick C. Curtis; Igor Mezic; Elliot W. Hawkes (Sci. Robotics, 2023)

Spectral Properties of Pullback Operators on Vector Bundles of a Dynamical System. - Allan M. Avila; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2023)

Identifying Equivalent Training Dynamics. - William T. Redman; Juan M. Bello-Rivas; Maria Fonoberova; Ryan Mohr; Yannis G. Kevrekidis; Igor Mezic (NeurIPS, 2024)

Limits and Powers of Koopman Learning. - Matthew J. Colbrook; Igor Mezic; Alexei Stepanenko (CoRR, 2024)

Koopman-driven grip force prediction through EMG sensing. - Tomislav Bazina; Ervin Kamenar; Maria Fonoberova; Igor Mezic (CoRR, 2024)

On Higher Order Drift and Diffusion Estimates for Stochastic SINDy. - Mathias Wanner; Igor Mezic (SIAM J. Appl. Dyn. Syst., 2024)