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ORCIDClarence W. Rowley
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2020 – today
- 2024
[j22]Alberto Padovan
, Clarence W. Rowley:
Continuous-time balanced truncation for time-periodic fluid flows using frequential Gramians. J. Comput. Phys. 496: 112597 (2024)- [j21]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): 885-923 (2024) - 2023
- [j20]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): 2325- (2023) - [i8]Samuel E. Otto, Gregory R. Macchio, Clarence W. Rowley:
Learning Nonlinear Projections for Reduced-Order Modeling of Dynamical Systems using Constrained Autoencoders. CoRR abs/2307.15288 (2023) - 2022
- [j19]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): 69 (2022) - [j18]Samuel E. Otto, Alberto Padovan, Clarence W. Rowley:
Optimizing Oblique Projections for Nonlinear Systems using Trajectories. SIAM J. Sci. Comput. 44(1): 1681- (2022) - [c6]Daniel Gurevich, Debdipta Goswami, Charles L. Fefferman, Clarence W. Rowley:
Optimal Control with Learning on the Fly: System with Unknown Drift. L4DC 2022: 870-880 - [i7]Daniel Gurevich, Debdipta Goswami, Charles L. Fefferman, Clarence W. Rowley:
Optimal Control with Learning on the Fly: System with Unknown Drift. CoRR abs/2202.03620 (2022) - [i6]Samuel E. Otto, Alberto Padovan, Clarence W. Rowley:
Model Reduction for Nonlinear Systems by Balanced Truncation of State and Gradient Covariance. CoRR abs/2207.14387 (2022) - [i5]Samuel E. Otto, Sebastian Peitz, Clarence W. Rowley:
Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories. CoRR abs/2209.09977 (2022) - 2021
- [j17]Samuel E. Otto, Clarence W. Rowley:
Koopman Operators for Estimation and Control of Dynamical Systems. Annu. Rev. Control. Robotics Auton. Syst. 4: 59-87 (2021) - [i4]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 abs/2101.11162 (2021) - 2020
- [j16]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: 108972 (2020) - [j15]Sebastian Peitz, Samuel E. Otto, Clarence W. Rowley:
Data-Driven Model Predictive Control using Interpolated Koopman Generators. SIAM J. Appl. Dyn. Syst. 19(3): 2162-2193 (2020)
2010 – 2019
- 2019
- [j14]Samuel E. Otto, Clarence W. Rowley:
Linearly Recurrent Autoencoder Networks for Learning Dynamics. SIAM J. Appl. Dyn. Syst. 18(1): 558-593 (2019) - [j13]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): 1586-1609 (2019) - [i3]Samuel E. Otto, Clarence W. Rowley:
A Discrete Empirical Interpolation Method for Interpretable Immersion and Embedding of Nonlinear Manifolds. CoRR abs/1905.07619 (2019) - 2018
- [c5]Mohamadreza Ahmadi, Ufuk Topcu, Clarence W. Rowley:
Control-Oriented Learning of Lagrangian and Hamiltonian Systems. ACC 2018: 520-525 - 2017
- [i2]Hao Zhang, Clarence W. Rowley, Eric A. Deem, Louis N. Cattafesta:
Online dynamic mode decomposition for time-varying systems. CoRR abs/1707.02876 (2017) - [i1]Samuel E. Otto, Clarence W. Rowley:
Linearly-Recurrent Autoencoder Networks for Learning Dynamics. CoRR abs/1712.01378 (2017) - 2015
- [j12]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): 1307-1346 (2015) - 2014
- [j11]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: 783-802 (2014) - [j10]Brandt A. Belson, Jonathan H. Tu, Clarence W. Rowley:
Algorithm 945: modred - A Parallelized Model Reduction Library. ACM Trans. Math. Softw. 40(4): 30:1-30:23 (2014) - [c4]Kevin K. Chen, Clarence W. Rowley:
Fluid flow control applications of ℋ2 optimal actuator and sensor placement. ACC 2014: 4044-4049 - 2013
- [j9]Kevin K. Chen, Clarence W. Rowley:
Normalized Coprime Robust Stability and Performance Guarantees for Reduced-Order Controllers. IEEE Trans. Autom. Control. 58(4): 1068-1073 (2013) - 2012
- [j8]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): 5317-5333 (2012) - [j7]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): 887-915 (2012) - 2010
- [j6]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): 1284-1302 (2010) - [j5]Zhanhua Ma, Clarence W. Rowley, Gilead Tadmor:
Snapshot-Based Balanced Truncation for Linear Time-Periodic Systems. IEEE Trans. Autom. Control. 55(2): 469-473 (2010) - [c3]Lauren E. Padilla, Clarence W. Rowley:
An adaptive-covariance-rank algorithm for the unscented Kalman filter. CDC 2010: 1324-1329
2000 – 2009
- 2007
- [j4]Sunil Ahuja, Ioannis G. Kevrekidis, Clarence W. Rowley:
Template-Based Stabilization of Relative Equilibria in Systems with Continuous Symmetry. J. Nonlinear Sci. 17(2): 109-143 (2007) - 2006
- [j3]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): 650-669 (2006) - [c2]Sunil Ahuja, Ioannis G. Kevrekidis, Clarence W. Rowley:
Template-based stabilization of relative equilibria. ACC 2006: 1-6 - 2005
- [j2]Clarence W. Rowley:
Model Reduction for fluids, Using Balanced Proper Orthogonal Decomposition. Int. J. Bifurc. Chaos 15(3): 997-1013 (2005) - [j1]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): 255-289 (2005) - 2002
- [c1]Clarence W. Rowley, Jerrold E. Marsden:
Variational integrators for degenerate Lagrangians, with application to point vortices. CDC 2002: 1521-1527
Coauthor Index
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