Padovan, Alberto
- Optimizing Oblique Projections for Nonlinear Systems using Trajectories
2021/06/02 by Otto, Samuel E., Padovan, Alberto, Rowley, Clarence W. · 1 citation
#14M15 #15A03 #34A45 #34C20 #49J27 #49J30 #49M37 #76D55 #90C06 #90C26 #90C45 #93A15 #93C10 #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Optimization and Control (math.OC)
- Model Reduction for Nonlinear Systems by Balanced Truncation of State and Gradient Covariance
2022/07/28 by Otto, Samuel E., Padovan, Alberto, Rowley, Clarence W. · 1 citation
#14M15 #15A03 #15A24 #15A42 #34A45 #34C20 #47B32 #57R35 #57R40 #76D55 #90C06 #93A15 #93C10 #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Continuous-time balanced truncation for time-periodic fluid flows using frequential Gramians
2022/08/28 by Padovan, Alberto, Rowley, Clarence W. · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- Data-driven model reduction via non-intrusive optimization of projection operators and reduced-order dynamics
2024/01/02 by Alberto Padovan, Padovan, Alberto, Blaine Vollmer +3 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #Mathematical Physics (math-ph) #Model Reduction and Neural Networks #Tensor decomposition and applications