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Igor Mezic

University of California, Santa Barbara

450

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On the Approximation of Koopman Spectra of Measure-Preserving Flows

2021 Siam Journal on Applied Dynamical Systems
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An Operator Theoretic Perspective on Pruning Deep Neural Networks

2021 arXiv: Learning
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Mean Subtraction and Mode Selection in Dynamic Mode Decomposition

2021 arXiv: Dynamical Systems
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Game Balancing using Koopman-based Learning

2021 ACC | Advances in Computing and Communications
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Koopman Resolvent: A Laplace-Domain Analysis of Nonlinear Autonomous Dynamical Systems

2021 Siam Journal on Applied Dynamical Systems
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Convex computation of extremal invariant measures of nonlinear dynamical systems and Markov processes

2021 Journal of Nonlinear Science
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Koopman Operator, Geometry, and Learning of Dynamical Systems

2021 Notices of the American Mathematical Society
- Igor Mezic
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Unsteady dynamics in the streamwise-oscillating cylinder wake for forcing frequencies below lock-on

2021
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Combining Programmable Potentials and Neural Networks for Materials Problems.

2021 AAAI | National Conference on Artificial Intelligence
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Control-Oriented, Data-Driven Models of Thermal Dynamics

2021 Energies
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