Clarence Rowley

Princeton University

United States

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Articles (17)

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2025

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2020

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2020

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2020

Collaborators (3)

Charles Meneveau

Professor

Johns Hopkins University

UNITED STATES

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Rajat Mittal

Professor

Johns Hopkins University

UNITED STATES

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Louis Cattafesta

Professor and John Olin Endowed Department Chair

Illinois Institute of Technology

UNITED STATES

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Clarence Rowley

Research Interests

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Articles (17)

Resolvent4py: A parallel Python package for analysis, model reduction and control of large-scale linear systems

Mini-Workshop: Data-driven Modeling, Analysis, and Control of Dynamical Systems

Learning Bilinear Models of Actuated Koopman Generators from Partially Observed Trajectories

Learning Bilinear Models of Actuated Koopman Generators from Partially Observed Trajectories

Controlling unknown linear dynamics with almost optimal regret

Optimal agnostic control of unknown linear dynamics in a bounded parameter range

Learning nonlinear projections for reduced-order modeling of dynamical systems using constrained autoencoders

Model Reduction for Nonlinear Systems by Balanced Truncation of State and Gradient Covariance

Response of a turbulent separation bubble to zero-net-mass-flux jet perturbations

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

Analysis of the dynamics of subharmonic flow structures via the harmonic resolvent: Application to vortex pairing in an axisymmetric jet

Optimizing Oblique Projections for Nonlinear Systems using Trajectories

Controlling unknown linear dynamics with bounded multiplicative regret

Koopman Operators for Estimation and Control of Dynamical Systems

Adaptive separation control of a laminar boundary layer using online dynamic mode decomposition

Analysis of amplification mechanisms and cross-frequency interactions in nonlinear flows via the harmonic resolvent

Data-Driven Model Predictive Control using Interpolated Koopman Generators

Collaborators (3)

Charles Meneveau

Rajat Mittal

Louis Cattafesta

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