Clarence W. Rowley

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 21

Top Topics

Nonlinear Systems

Model Predictive Control

Feature Selection

Interpolation Method

Top Venues

SIAM J. Appl. Dyn. Syst.

J. Comput. Phys.

Publications

Samuel E. Otto, Sebastian Peitz, Clarence W. Rowley
Learning Bilinear Models of Actuated Koopman Generators from Partially Observed Trajectories. SIAM J. Appl. Dyn. Syst. 23 (1) (2024)
Alberto Padovan, Clarence W. Rowley
Continuous-time balanced truncation for time-periodic fluid flows using frequential Gramians. J. Comput. Phys. 496 (2024)
Samuel E. Otto, Alberto Padovan, Clarence W. Rowley
Model Reduction for Nonlinear Systems by Balanced Truncation of State and Gradient Covariance. SIAM J. Sci. Comput. 45 (5) (2023)
Samuel E. Otto, Gregory R. Macchio, Clarence W. Rowley
Learning Nonlinear Projections for Reduced-Order Modeling of Dynamical Systems using Constrained Autoencoders. CoRR (2023)
Samuel E. Otto, Alberto Padovan, Clarence W. Rowley
Optimizing Oblique Projections for Nonlinear Systems using Trajectories. SIAM J. Sci. Comput. 44 (1) (2022)
Samuel E. Otto, Sebastian Peitz, Clarence W. Rowley
Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories. CoRR (2022)
Daniel Gurevich, Debdipta Goswami, Charles L. Fefferman, Clarence W. Rowley
Optimal Control with Learning on the Fly: System with Unknown Drift. L4DC (2022)
Daniel Gurevich, Debdipta Goswami, Charles L. Fefferman, Clarence W. Rowley
Optimal Control with Learning on the Fly: System with Unknown Drift. CoRR (2022)
Samuel E. Otto, Alberto Padovan, Clarence W. Rowley
Model Reduction for Nonlinear Systems by Balanced Truncation of State and Gradient Covariance. CoRR (2022)
Samuel E. Otto, Clarence W. Rowley
Inadequacy of Linear Methods for Minimal Sensor Placement and Feature Selection in Nonlinear Systems: A New Approach Using Secants. J. Nonlinear Sci. 32 (5) (2022)
Samuel E. Otto, Clarence W. Rowley
Koopman Operators for Estimation and Control of Dynamical Systems. Annu. Rev. Control. Robotics Auton. Syst. 4 (2021)
Samuel E. Otto, Clarence W. Rowley
Inadequacy of Linear Methods for Minimal Sensor Placement and Feature Selection in Nonlinear Systems; a New Approach Using Secants. CoRR (2021)
Sebastian Peitz, Samuel E. Otto, Clarence W. Rowley
Data-Driven Model Predictive Control using Interpolated Koopman Generators. SIAM J. Appl. Dyn. Syst. 19 (3) (2020)
Leonid Pogorelyuk, Clarence W. Rowley, N. Jeremy Kasdin
An efficient approximation of the Kalman filter for multiple systems coupled via low-dimensional stochastic input. Autom. 117 (2020)
Samuel E. Otto, Clarence W. Rowley
A Discrete Empirical Interpolation Method for Interpretable Immersion and Embedding of Nonlinear Manifolds. CoRR (2019)
Samuel E. Otto, Clarence W. Rowley
Linearly Recurrent Autoencoder Networks for Learning Dynamics. SIAM J. Appl. Dyn. Syst. 18 (1) (2019)
Hao Zhang, Clarence W. Rowley, Eric A. Deem, Louis N. Cattafesta
Online Dynamic Mode Decomposition for Time-Varying Systems. SIAM J. Appl. Dyn. Syst. 18 (3) (2019)
Mohamadreza Ahmadi, Ufuk Topcu, Clarence W. Rowley
Control-Oriented Learning of Lagrangian and Hamiltonian Systems. ACC (2018)
Hao Zhang, Clarence W. Rowley, Eric A. Deem, Louis N. Cattafesta
Online dynamic mode decomposition for time-varying systems. CoRR (2017)
Samuel E. Otto, Clarence W. Rowley
Linearly-Recurrent Autoencoder Networks for Learning Dynamics. CoRR (2017)
Matthew O. Williams, Ioannis G. Kevrekidis, Clarence W. Rowley
A Data-Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition. J. Nonlinear Sci. 25 (6) (2015)
Dirk M. Luchtenburg, Steven L. Brunton, Clarence W. Rowley
Long-time uncertainty propagation using generalized polynomial chaos and flow map composition. J. Comput. Phys. 274 (2014)
Kevin K. Chen, Clarence W. Rowley
Fluid flow control applications of ℋ2 optimal actuator and sensor placement. ACC (2014)
Brandt A. Belson, Jonathan H. Tu, Clarence W. Rowley
Algorithm 945: modred - A Parallelized Model Reduction Library. ACM Trans. Math. Softw. 40 (4) (2014)
Kevin K. Chen, Clarence W. Rowley
Normalized Coprime Robust Stability and Performance Guarantees for Reduced-Order Controllers. IEEE Trans. Autom. Control. 58 (4) (2013)
Kevin K. Chen, Jonathan H. Tu, Clarence W. Rowley
Variants of Dynamic Mode Decomposition: Boundary Condition, Koopman, and Fourier Analyses. J. Nonlinear Sci. 22 (6) (2012)
Jonathan H. Tu, Clarence W. Rowley
An improved algorithm for balanced POD through an analytic treatment of impulse response tails. J. Comput. Phys. 231 (16) (2012)
Lauren E. Padilla, Clarence W. Rowley
An adaptive-covariance-rank algorithm for the unscented Kalman filter. CDC (2010)
Milos Ilak, Shervin Bagheri, Luca Brandt, Clarence W. Rowley, Dan S. Henningson
Model Reduction of the Nonlinear Complex Ginzburg-Landau Equation. SIAM J. Appl. Dyn. Syst. 9 (4) (2010)
Zhanhua Ma, Clarence W. Rowley, Gilead Tadmor
Snapshot-Based Balanced Truncation for Linear Time-Periodic Systems. IEEE Trans. Autom. Control. 55 (2) (2010)
S. Ahuja, Ioannis G. Kevrekidis, Clarence W. Rowley
Template-Based Stabilization of Relative Equilibria in Systems with Continuous Symmetry. J. Nonlinear Sci. 17 (2) (2007)
Sunil Ahuja, Ioannis G. Kevrekidis, Clarence W. Rowley
Template-based stabilization of relative equilibria. ACC (2006)
Juan B. Melli, Clarence W. Rowley, Dzhelil Rufat
Motion Planning for an Articulated Body in a Perfect Planar Fluid. SIAM J. Appl. Dyn. Syst. 5 (4) (2006)
Eva Kanso, Jerrold E. Marsden, Clarence W. Rowley, Juan B. Melli-Huber
Locomotion of Articulated Bodies in a Perfect Fluid. J. Nonlinear Sci. 15 (4) (2005)
Clarence W. Rowley
Model Reduction for fluids, Using Balanced Proper Orthogonal Decomposition. Int. J. Bifurc. Chaos 15 (3) (2005)
Clarence W. Rowley, Jerrold E. Marsden
Variational integrators for degenerate Lagrangians, with application to point vortices. CDC (2002)