Igor Mezic
University of California, Santa Barbara
H-index: 64
North America-United States
Top articles of Igor Mezic
A Koopman operator-based prediction algorithm and its application to COVID-19 pandemic and influenza cases
arXiv preprint arXiv:2304.13601
2023/4/26
Spectral Properties of Pullback Operators on Vector Bundles of a Dynamical System
SIAM Journal on Applied Dynamical Systems
2023/12/31
A data driven Koopman-Schur decomposition for computational analysis of nonlinear dynamics
arXiv preprint arXiv:2312.15837
2023/12/26
Invariant Consistent Dynamic Mode Decomposition
arXiv preprint arXiv:2312.08278
2023/12/13
Trajectory Estimation in Unknown Nonlinear Manifold Using Koopman Operator Theory
arXiv preprint arXiv:2312.05428
2023/12/9
Koopman learning with episodic memory
arXiv preprint arXiv:2311.12615
2023/11/21
Toward a Hybrid Vortex Simulation Approach with Mode Decomposition
Bulletin of the American Physical Society
2023/11/20
Operator is the Model
2023/10/27
Igor Mezic
H-Index: 39
Real Algebraic Geometry with a View toward Koopman Operator Methods
Oberwolfach Reports
2023/10/6
Control of soft robots with inertial dynamics
Science robotics
2023/8/30
Tipping-Points and Robustness of Sea Ice using Koopman Mode Decomposition
2023/8/1
Qinghua Ding
H-Index: 29
Igor Mezic
H-Index: 39
On Numerical Methods for Stochastic SINDy
arXiv preprint arXiv:2306.17814
2023/6/30
A transfer operator approach to relativistic quantum wavefunction
Journal of Physics A: Mathematical and Theoretical
2023/2/21
On equivalent optimization of machine learning methods
arXiv preprint arXiv:2302.09160
2023/2/17
Koopman reduced order modeling with confidence bounds
arXiv preprint arXiv:2209.13127
2022/9/27
Ryan Mohr
H-Index: 9
Igor Mezic
H-Index: 39
Koopman mode analysis on thermal data for building energy assessment
Advances in Building Energy Research
2022/5/4
On numerical approximations of the Koopman operator
Mathematics
2022/4/5
Nanotribological characterization of an X39CrMo17-1 steel thin-film via measurement-based machine learning methods
2022
Convex computation of extremal invariant measures of nonlinear dynamical systems and Markov processes
Journal of Nonlinear Science
2021/2
