Clarence W. Rowley

Orcid: 0000-0002-9099-5739

According to our database1, Clarence W. Rowley authored at least 30 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Learning Bilinear Models of Actuated Koopman Generators from Partially Observed Trajectories.
SIAM J. Appl. Dyn. Syst., March, 2024

Continuous-time balanced truncation for time-periodic fluid flows using frequential Gramians.
J. Comput. Phys., January, 2024

2023
Model Reduction for Nonlinear Systems by Balanced Truncation of State and Gradient Covariance.
SIAM J. Sci. Comput., October, 2023

Learning Nonlinear Projections for Reduced-Order Modeling of Dynamical Systems using Constrained Autoencoders.
CoRR, 2023

2022
Optimizing Oblique Projections for Nonlinear Systems using Trajectories.
SIAM J. Sci. Comput., February, 2022

Inadequacy of Linear Methods for Minimal Sensor Placement and Feature Selection in Nonlinear Systems: A New Approach Using Secants.
J. Nonlinear Sci., 2022

Optimal Control with Learning on the Fly: System with Unknown Drift.
Proceedings of the Learning for Dynamics and Control Conference, 2022

2021
Koopman Operators for Estimation and Control of Dynamical Systems.
Annu. Rev. Control. Robotics Auton. Syst., 2021

2020
Data-Driven Model Predictive Control using Interpolated Koopman Generators.
SIAM J. Appl. Dyn. Syst., 2020

An efficient approximation of the Kalman filter for multiple systems coupled via low-dimensional stochastic input.
Autom., 2020

2019
Online Dynamic Mode Decomposition for Time-Varying Systems.
SIAM J. Appl. Dyn. Syst., 2019

Linearly Recurrent Autoencoder Networks for Learning Dynamics.
SIAM J. Appl. Dyn. Syst., 2019

A Discrete Empirical Interpolation Method for Interpretable Immersion and Embedding of Nonlinear Manifolds.
CoRR, 2019

2018
Control-Oriented Learning of Lagrangian and Hamiltonian Systems.
Proceedings of the 2018 Annual American Control Conference, 2018

2015
A Data-Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition.
J. Nonlinear Sci., 2015

2014
Algorithm 945: modred - A Parallelized Model Reduction Library.
ACM Trans. Math. Softw., 2014

Long-time uncertainty propagation using generalized polynomial chaos and flow map composition.
J. Comput. Phys., 2014

Fluid flow control applications of ℋ2 optimal actuator and sensor placement.
Proceedings of the American Control Conference, 2014

2013
Normalized Coprime Robust Stability and Performance Guarantees for Reduced-Order Controllers.
IEEE Trans. Autom. Control., 2013

2012
Variants of Dynamic Mode Decomposition: Boundary Condition, Koopman, and Fourier Analyses.
J. Nonlinear Sci., 2012

An improved algorithm for balanced POD through an analytic treatment of impulse response tails.
J. Comput. Phys., 2012

2010
Snapshot-Based Balanced Truncation for Linear Time-Periodic Systems.
IEEE Trans. Autom. Control., 2010

Model Reduction of the Nonlinear Complex Ginzburg-Landau Equation.
SIAM J. Appl. Dyn. Syst., 2010

An adaptive-covariance-rank algorithm for the unscented Kalman filter.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2007
Template-Based Stabilization of Relative Equilibria in Systems with Continuous Symmetry.
J. Nonlinear Sci., 2007

2006
Motion Planning for an Articulated Body in a Perfect Planar Fluid.
SIAM J. Appl. Dyn. Syst., 2006

Template-based stabilization of relative equilibria.
Proceedings of the American Control Conference, 2006

2005
Locomotion of Articulated Bodies in a Perfect Fluid.
J. Nonlinear Sci., 2005

Model Reduction for fluids, Using Balanced Proper Orthogonal Decomposition.
Int. J. Bifurc. Chaos, 2005

2002
Variational integrators for degenerate Lagrangians, with application to point vortices.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002


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