Mezic, Igor

1. Global stability analysis using the eigenfunctions of the Koopman operator
   2014/08/06 by Mauroy, Alexandre, Mezic, Igor · 7 citations
   #Dynamical Systems (math.DS) #FOS: Mathematics
2. On Numerical Approximations of the Koopman Operator
   2020/09/13 by Mezic, Igor · 7 citations
   #Dynamical Systems (math.DS) #FOS: Mathematics
3. Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control
   2019/11/20 by Folkestad, Carl, Pastor, Daniel, Mezic, Igor +3 · 4 citations
   #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Koopman Operator, Geometry, and Learning
   2020/10/12 by Igor Mezić, Mezic, Igor · 4 citations
   Computer Science · Engineering · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks #Neural Networks and Applications
5. Exponentially decaying modes and long-term prediction of sea ice\n concentration using Koopman Mode Decomposition
   2019/11/04 by James Hogg, Hogg, James, Maria Fonoberova +3 · 3 citations
   Earth and Planetary Sciences · Environmental Science · #Arctic and Antarctic ice dynamics #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Tropical and Extratropical Cyclones Research
6. A Koopman Operator-Based Prediction Algorithm and its Application to COVID-19 Pandemic
   2023/04/26 by Igor Mezić, Mezic, Igor, Zlatko Drmač +15 · 3 citations
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Dynamical Systems (math.DS) #FOS: Mathematics #Model Reduction and Neural Networks
7. An Operator Theoretic View on Pruning Deep Neural Networks
   2021/10/28 by Redman, William T., Fonoberova, Maria, Mohr, Ryan +2 · 2 citations
   #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
8. Convex computation of extremal invariant measures of nonlinear dynamical systems and Markov processes
   2018/07/24 by Korda, Milan, Henrion, Didier, Mezic, Igor · 1 citation
   #Dynamical Systems (math.DS) #FOS: Mathematics #Optimization and Control (math.OC)
9. Analytic Extended Dynamic Mode Decomposition
   2024/05/24 by Mauroy, Alexandre, Mezic, Igor · 2 citations
   #Dynamical Systems (math.DS) #FOS: Mathematics