Back to MJ's Publications

H. A. Castillo,
M. R. Jovanovic,
S. Kumar,
A. Morozov,
V. Shankar,
G. Subramanian,
and H. J. Wilson.
Understanding viscoelastic flow instabilities: OldroydB and beyond.
J. NonNewtonian Fluid Mech.,
302:104742 (39 pages),
April 2022.
Note: Part of the special issue commemorating the birth centenary of James Oldroyd.
Keyword(s): Flow modeling and control,
Inputoutput analysis,
Elastic turbulence,
Energy amplification,
Transition to turbulence,
Uncertainty quantification in PDEs,
Spatiotemporal frequency responses,
Viscoelastic fluids,
Viscoelastic instabilities.
[bibtexentry]

N. K. Dhingra,
S. Z. Khong,
and M. R. Jovanovic.
A second order primaldual method for nonsmooth convex composite optimization.
IEEE Trans. Automat. Control,
2022.
Note: Doi:10.1109/TAC.2021.3115449; also arXiv:1709.01610.
Keyword(s): Augmented Lagrangian,
Exponential convergence,
Global exponential stability,
Method of multipliers,
Nonsmooth optimization,
Proximal algorithms,
Proximal augmented Lagrangian,
Regularization for design,
Second order primaldual method,
Sparsitypromoting optimal control,
Structured optimal control,
Structure identification.
[bibtexentry]

H. Mohammadi,
S. Samuelson,
and M. R. Jovanovic.
Transient growth of accelerated optimization algorithms.
IEEE Trans. Automat. Control,
2022.
Note: Doi:10.1109/TAC.2022.3162154; also arXiv:2103.08017.
Keyword(s): Accelerated firstorder algorithms,
Control for optimization,
Convex optimization,
Gradient descent,
Heavyball method,
Integral quadratic constraints,
Nesterov's accelerated method,
Nonnormal dynamics,
Transient growth.
[bibtexentry]

H. Mohammadi,
A. Zare,
M. Soltanolkotabi,
and M. R. Jovanovic.
Convergence and sample complexity of gradient methods for the modelfree linearquadratic regulator problem.
IEEE Trans. Automat. Control,
67(5):24352450,
May 2022.
Keyword(s): Datadriven control,
Gradient descent,
Gradientflow dynamics,
Linear quadratic regulator,
Modelfree control,
Nonconvex optimization,
Optimization,
Optimal control,
PolyakLojasiewicz inequality,
Random search method,
Reinforcement learning,
Sample complexity.
[bibtexentry]

I. K. Ozaslan,
H. Mohammadi,
and M. R. Jovanovic.
Computing stabilizing feedback gains via a modelfree policy gradient.
IEEE Control Syst. Lett.,
2022.
Note: Submitted.
Keyword(s): Datadriven control,
Gradient descent,
Linear quadratic regulator,
Modelfree control,
Nonconvex optimization,
Optimization,
Optimal control,
Random search method,
Reinforcement learning,
Sample complexity.
[bibtexentry]

L. Ballotta,
M. R. Jovanovic,
and L. Schenato.
Can decentralized control outperform centralized? The role of communication latency.
IEEE Trans. Control Netw. Syst.,
2021.
Note: Submitted; also arXiv:2109.00359.
Keyword(s): Controller architecture,
Fundamental limitations,
Networks,
Networks of dynamical systems,
Noise amplification,
Performance bounds,
Topology design.
[bibtexentry]

A. Dwivedi,
G. S. Sidharth,
and M. R. Jovanovic.
Oblique transition in hypersonic doublewedge flow: An inputoutput viewpoint.
J. Fluid Mech.,
2021.
Note: Submitted; also arXiv:2111.15153.
Keyword(s): Compressible flows,
Direct numerical simulations,
Doublewedge flow,
Flow modeling and control,
Hypersonic flows,
Inputoutput analysis,
Oblique waves,
Shock boundary layer interaction,
Reattachment vortices,
Transition to turbulence,
Weakly nonlinear analysis.
[bibtexentry]

G. Hariharan,
M. R. Jovanovic,
and S. Kumar.
Localized stress amplification in inertialess channel flows of viscoelastic fluids.
J. NonNewtonian Fluid Mech.,
291:104514 (14 pages),
May 2021.
Keyword(s): Flow modeling and control,
Viscoelastic fluids,
Inputoutput analysis,
Elastic turbulence,
Transition to turbulence,
Uncertainty quantification in PDEs,
Spatiotemporal impulse responses.
[bibtexentry]

G. Hariharan,
S. Kumar,
and M. R. Jovanovic.
Wellconditioned ultraspherical and spectral integration methods for resolvent analysis of channel flows of Newtonian and viscoelastic fluids.
J. Comput. Phys.,
439:110241 (25 pages),
August 2021.
Keyword(s): Distributed systems theory,
Computational tools for spatially distributed systems,
Flow modeling and control,
Inputoutput analysis,
Spatiotemporal frequency responses,
Spectral integration method,
Uncertainty quantification in PDEs.
[bibtexentry]

S. HassanMoghaddam and M. R. Jovanovic.
Proximal gradient flow and DouglasRachford splitting dynamics: global exponential stability via integral quadratic constraints.
Automatica,
123:109311,
January 2021.
Keyword(s): Control for optimization,
Convex Optimization,
Forwardbackward envelope,
DouglasRachford splitting,
Global exponential stability,
Integral quadratic constraints,
Nonsmooth optimization,
PolyakLojasiewicz inequality,
Proximal algorithms,
Primaldual methods,
Proximal augmented Lagrangian.
[bibtexentry]

M. R. Jovanovic.
From bypass transition to flow control and datadriven turbulence modeling: An inputoutput viewpoint.
Annu. Rev. Fluid Mech.,
53(1):311345,
January 2021.
Keyword(s): Colored noise,
Convex optimization,
Drag reduction,
Energy amplification,
Flow modeling and control,
Inputoutput analysis,
Lowcomplexity modeling,
Lowrank approximation,
Matrix completion problems,
NavierStokes equations,
Nuclear norm regularization,
Simulationfree design,
Structured covariances,
Transition to turbulence,
Turbulence modeling.
[bibtexentry]

H. Mohammadi,
M. Razaviyayn,
and M. R. Jovanovic.
Robustness of accelerated firstorder algorithms for strongly convex optimization problems.
IEEE Trans. Automat. Control,
66(6):24802495,
June 2021.
Keyword(s): Accelerated firstorder algorithms,
Consensus networks,
Control for optimization,
Convex optimization,
Integral quadratic constraints,
Linear matrix inequalities,
Noise amplification,
Secondorder moments,
Semidefinite programming.
[bibtexentry]

H. Mohammadi,
M. Soltanolkotabi,
and M. R. Jovanovic.
On the linear convergence of random search for discretetime LQR.
IEEE Control Syst. Lett.,
5(3):989994,
July 2021.
Keyword(s): Datadriven control,
Gradient descent,
Linear quadratic regulator,
Modelfree control,
Nonconvex optimization,
Optimization,
Optimal control,
Random search method,
Reinforcement learning,
Sample complexity.
[bibtexentry]

W. Ran,
A. Zare,
and M. R. Jovanovic.
Modelbased design of riblets for turbulent drag reduction.
J. Fluid Mech.,
906:A7 (38 pages),
January 2021.
Keyword(s): Drag reduction,
Riblets,
Sensorfree flow control,
Spatiallyperiodic systems,
Spatiotemporal frequency responses,
Stochasticallyforced NavierStokes equations,
Turbulence modeling.
[bibtexentry]

D. Ding,
X. Wei,
Z. Yang,
Z. Wang,
and M. R. Jovanovic.
Fast multiagent temporaldifference learning via homotopy stochastic primaldual optimization.
IEEE Trans. Automat. Control,
2020.
Note: Submitted; also arXiv:1908.02805.
Keyword(s): Convex optimization,
Distributed temporaldifference learning,
Multiagent systems,
Primaldual algorithms,
Reinforcement learning,
Stochastic optimization.
[bibtexentry]

A. Dwivedi,
N. Hildebrand,
J. W. Nichols,
G. V. Candler,
and M. R. Jovanovic.
Transient growth analysis of oblique shock wave/boundarylayer interactions at Mach 5.92.
Phys. Rev. Fluids,
5(6):063904 (20 pages),
June 2020.
Keyword(s): Adjoint equations,
Baseflow sensitivity,
Compressible flows,
Direct numerical simulations,
Energy amplification,
Global stability analysis,
Flow modeling and control,
Hypersonic flows,
Transient growth,
Transition to turbulence.
[bibtexentry]

A. Zare,
T. T. Georgiou,
and M. R. Jovanovic.
Stochastic dynamical modeling of turbulent flows.
Annu. Rev. Control Robot. Auton. Syst.,
3:195219,
May 2020.
Keyword(s): Colored noise,
Convex optimization,
Disturbance dynamics,
Flow modeling and control,
Lowcomplexity modeling,
Lowrank approximation,
Matrix completion problems,
Nuclear norm regularization,
Structured covariances,
Turbulence modeling.
[bibtexentry]

A. Zare,
H. Mohammadi,
N. K. Dhingra,
T. T. Georgiou,
and M. R. Jovanovic.
Proximal algorithms for largescale statistical modeling and sensor/actuator selection.
IEEE Trans. Automat. Control,
65(8):34413456,
August 2020.
Keyword(s): Actuator selection,
Augmented Lagrangian,
Convex optimization,
Lowrank perturbation,
Matrix completion problem,
Method of multipliers,
Nonsmooth optimization,
Proximal algorithms,
Regularization for design,
Sensor selection,
Sparsitypromoting optimal control,
Structured covariances.
[bibtexentry]

M. Chertkov,
M. R. Jovanovic,
B. Lesieutre,
S. Low,
P. van Hentenryck,
and L. Wehenkel.
Guest Editorial Special Issue on Analysis, Control, and Optimization of Energy Networks.
IEEE Trans. Control Netw. Syst.,
6(3):922924,
September 2019.
Keyword(s): Optimization,
Control,
Energy networks,
Power Networks.
[bibtexentry]

J. Cortes,
M. Egerstedt,
and M. R. Jovanovic.
The inaugural CDC soccer cup.
IEEE Control Syst. Mag.,
39(3):1739,
June 2019.
Keyword(s): Soccer,
The Name of the Game: Football!.
[bibtexentry]

N. K. Dhingra,
M. Colombino,
and M. R. Jovanovic.
Structured decentralized control of positive systems with applications to combination drug therapy and leader selection in directed networks.
IEEE Trans. Control Netw. Syst.,
6(1):352362,
March 2019.
Keyword(s): Combination drug therapy,
Convex optimization,
Directed Networks,
Leader selection,
Positive systems,
Proximal algorithms,
Optimization,
Sparsitypromoting optimal control,
Structured design.
[bibtexentry]

N. K. Dhingra,
S. Z. Khong,
and M. R. Jovanovic.
The proximal augmented Lagrangian method for nonsmooth composite optimization.
IEEE Trans. Automat. Control,
64(7):28612868,
July 2019.
Keyword(s): Augmented Lagrangian,
Control for optimization,
Exponential convergence,
Global exponential stability,
Method of multipliers,
Nonsmooth optimization,
Primaldual gradient flow dynamics,
Proximal algorithms,
Proximal augmented Lagrangian,
Regularization for design,
Sparsitypromoting optimal control,
Structured optimal control,
Structure identification.
[bibtexentry]

A. Dwivedi,
G. S. Sidharth,
J. W. Nichols,
G. V. Candler,
and M. R. Jovanovic.
Reattachment vortices in hypersonic compression ramp flow: an inputoutput analysis.
J. Fluid Mech.,
880:113135,
December 2019.
Keyword(s): Compressible flows,
Compression ramp flow,
Flow modeling and control,
Hypersonic flows,
InputOutput analysis,
Shock Boundary layer interaction,
Reattachment vortices,
Transition to turbulence.
[bibtexentry]

W. Ran,
A. Zare,
M. J. P. Hack,
and M. R. Jovanovic.
Modeling mode interactions in boundary layer flows via Parabolized Floquet Equations.
Phys. Rev. Fluids,
4(2):023901 (22 pages),
February 2019.
Keyword(s): Boundary layers,
Controloriented modeling,
Distributed systems,
Floquet theory,
Htype transition,
Laminar streaks,
Parabolized Floquet equations,
Parabolized stability equations,
Periodic systems,
Transition to turbulence.
[bibtexentry]

W. Ran,
A. Zare,
M. J. P. Hack,
and M. R. Jovanovic.
Stochastic receptivity analysis of boundary layer flow.
Phys. Rev. Fluids,
4(9):093901 (28 pages),
September 2019.
Keyword(s): Boundary layers,
Boundary layer receptivity,
Controloriented modeling,
Distributed systems,
Energy amplification,
Flow modeling and control,
Freestream turbulence,
Lowcomplexity modeling,
NavierStokes equations,
Spatiallyevolving flows,
Transition to turbulence.
[bibtexentry]

G. Hariharan,
M. R. Jovanovic,
and S. Kumar.
Amplification of localized body forces in channel flows of viscoelastic fluids.
J. NonNewtonian Fluid Mech.,
260:4053,
October 2018.
Keyword(s): Flow modeling and control,
Viscoelastic fluids,
Inputoutput analysis,
Elastic turbulence,
Transition to turbulence,
Uncertainty quantification in PDEs,
Spatiotemporal impulse responses.
[bibtexentry]

S. HassanMoghaddam and M. R. Jovanovic.
Topology design for stochasticallyforced consensus networks.
IEEE Trans. Control Netw. Syst.,
5(3):10751086,
September 2018.
Keyword(s): Consensus,
Convex optimization,
Distributed control,
Interior point method,
Proximal gradient method,
Proximal Newton method,
Sparse graphs,
Topology design.
[bibtexentry]

N. Hildebrand,
A. Dwivedi,
J. W. Nichols,
M. R. Jovanovic,
and G. V. Candler.
Simulation and stability analysis of oblique shock wave/boundary layer interactions at Mach 5.92.
Phys. Rev. Fluids,
3(1):013906 (23 pages),
January 2018.
Keyword(s): Adjoint equations,
Baseflow sensitivity,
Compressible flows,
Direct numerical simulations,
Global stability analysis,
Flow modeling and control,
Hypersonic flows,
Transition to turbulence.
[bibtexentry]

X. Wu and M. R. Jovanovic.
Sparsitypromoting optimal control of systems with symmetries, consensus and synchronization networks.
Syst. Control Lett.,
103:18,
May 2017.
Keyword(s): Alternating direction method of multipliers,
Consensus and synchronization networks,
Distributed systems,
Regularization,
Sparsitypromoting optimal control,
Spatiallyinvariant systems.
[bibtexentry]

A. Zare,
Y. Chen,
M. R. Jovanovic,
and T. T. Georgiou.
Lowcomplexity modeling of partially available secondorder statistics: theory and an efficient matrix completion algorithm.
IEEE Trans. Automat. Control,
62(3):13681383,
March 2017.
Keyword(s): Alternating minimization algorithm,
Convex optimization,
Disturbance dynamics,
Lowrank approximation,
Matrix completion problems,
Nuclear norm regularization,
Structured covariances.
[bibtexentry]

A. Zare,
M. R. Jovanovic,
and T. T. Georgiou.
Colour of turbulence.
J. Fluid Mech.,
812:636680,
February 2017.
Keyword(s): Colored noise,
Convex optimization,
Disturbance dynamics,
Flow modeling and control,
Lowcomplexity modeling,
Lowrank approximation,
Matrix completion problems,
Nuclear norm regularization,
Structured covariances,
Turbulence modeling.
[bibtexentry]

J. Jeun,
J. W. Nichols,
and M. R. Jovanovic.
Inputoutput analysis of highspeed axisymmetric isothermal jet noise.
Phys. Fluids,
28(4):047101 (20 pages),
April 2016.
Note: (Editor's Pick).
Keyword(s): Acoustics,
Flow modeling and control,
Inputoutput analysis,
Jet noise.
[bibtexentry]

M. R. Jovanovic and N. K. Dhingra.
Controller architectures: tradeoffs between performance and structure.
Eur. J. Control,
30:7691,
July 2016.
Keyword(s): Controller architecture,
Convex optimization,
Distributed control,
Networks of dynamical systems,
Nonsmooth optimization,
Performance vs. complexity,
Regularization,
Sparsitypromoting optimal control,
Structured optimal control,
Structure identification.
[bibtexentry]

X. Wu,
F. Dorfler,
and M. R. Jovanovic.
Inputoutput analysis and decentralized optimal control of interarea oscillations in power systems.
IEEE Trans. Power Syst.,
31(3):24342444,
May 2016.
Keyword(s): Alternating direction method of multipliers,
Performance of largescale networks,
Power networks,
Sparsitypromoting optimal control,
Synchronization,
Widearea control.
[bibtexentry]

F. Dorfler,
M. R. Jovanovic,
M. Chertkov,
and F. Bullo.
Sparsitypromoting optimal widearea control of power networks.
IEEE Trans. Power Syst.,
29(5):22812291,
September 2014.
Keyword(s): Alternating direction method of multipliers,
Power networks,
Sparsitypromoting optimal control,
Widearea control.
[bibtexentry]

M. Fardad,
F. Lin,
and M. R. Jovanovic.
Design of optimal sparse interconnection graphs for synchronization of oscillator networks.
IEEE Trans. Automat. Control,
59(9):24572462,
September 2014.
Keyword(s): Distributed control,
Oscillator networks,
Sparse graphs,
Synchronization.
[bibtexentry]

M. R. Jovanovic,
P. J. Schmid,
and J. W. Nichols.
Sparsitypromoting dynamic mode decomposition.
Phys. Fluids,
26(2):024103 (22 pages),
February 2014.
Keyword(s): Dynamic Mode Decomposition,
Flow modeling and control,
Convex optimization,
Sparsity.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Algorithms for leader selection in stochastically forced consensus networks.
IEEE Trans. Automat. Control,
59(7):17891802,
July 2014.
Keyword(s): Alternating direction method of multipliers,
Consensus networks,
Convex optimization,
Greedy algorithm,
Leader selection,
Performance bounds,
Sparsity.
[bibtexentry]

R. Moarref,
M. R. Jovanovic,
J. A. Tropp,
A. S. Sharma,
and B. J. McKeon.
A loworder decomposition of turbulent channel flow via resolvent analysis and convex optimization.
Phys. Fluids,
26(5):051701 (7 pages),
May 2014.
Keyword(s): Flow modeling and control,
Convex optimization,
Lowrank approximation.
[bibtexentry]

V. L. Thomas,
B. K. Lieu,
M. R. Jovanovic,
B. F. Farrell,
P. J. Ioannou,
and D. F. Gayme.
Selfsustaining turbulence in a restricted nonlinear model of plane Couette flow.
Phys. Fluids,
26(10):105112 (17 pages),
October 2014.
Keyword(s): Flow modeling and control,
NavierStokes equations,
Inputoutput analysis,
Energy amplification,
Transition to turbulence.
[bibtexentry]

B. K. Lieu and M. R. Jovanovic.
Computation of frequency responses for linear timeinvariant PDEs on a compact interval.
J. Comput. Phys.,
250:246269,
October 2013.
Keyword(s): Distributed systems theory,
Computational tools for spatially distributed systems,
Uncertainty quantification in PDEs.
[bibtexentry]

B. K. Lieu,
M. R. Jovanovic,
and S. Kumar.
Worstcase amplification of disturbances in inertialess Couette flow of viscoelastic fluids.
J. Fluid Mech.,
723:232263,
May 2013.
Keyword(s): Flow modeling and control,
Viscoelastic fluids,
Inputoutput analysis,
Elastic turbulence,
Transition to turbulence,
Uncertainty quantification in PDEs,
Worstcase amplification.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Design of optimal sparse feedback gains via the alternating direction method of multipliers.
IEEE Trans. Automat. Control,
58(9):24262431,
September 2013.
Keyword(s): Alternating direction method of multipliers,
Architectural issues in distributed control design,
Cardinality minimization,
Distributed control,
Optimization,
Sparsitypromoting optimal control.
[bibtexentry]

S. Y. Shafi,
M. Arcak,
M. R. Jovanovic,
and A. Packard.
Synchronization of diffusivelycoupled limit cycle oscillators.
Automatica,
49(12):36133622,
December 2013.
Keyword(s): Biochemical networks,
Diffusively coupled systems,
Timeperiodic systems,
Synchronization,
Uncertainty quantification in PDEs.
[bibtexentry]

B. Bamieh,
M. R. Jovanovic,
P. Mitra,
and S. Patterson.
Coherence in largescale networks: dimension dependent limitations of local feedback.
IEEE Trans. Automat. Control,
57(9):22352249,
September 2012.
Note: (2013 George S. Axelby Outstanding Paper Award).
Keyword(s): Control of vehicular formations,
Consensus,
Largescale networks,
Fundamental limitations.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Optimal control of vehicular formations with nearest neighbor interactions.
IEEE Trans. Automat. Control,
57(9):22032218,
September 2012.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Optimal localized control,
Control of vehicular formations,
Largescale networks,
Fundamental limitations.
[bibtexentry]

R. Moarref and M. R. Jovanovic.
Modelbased design of transverse wall oscillations for turbulent drag reduction.
J. Fluid Mech.,
707:205240,
September 2012.
Keyword(s): Drag reduction,
Control of turbulent flows,
Flow modeling and control,
Inputoutput analysis,
NavierStokes equations,
Parametric resonance,
Perturbation analysis,
Simulationfree design,
Spanwise wall oscillations,
Timeperiodic systems,
Vibrational control.
[bibtexentry]

M. Fardad and M. R. Jovanovic.
Design of optimal controllers for spatially invariant systems with finite communication speed.
Automatica,
47(5):880889,
May 2011.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Optimal localized control.
[bibtexentry]

M. R. Jovanovic and S. Kumar.
Nonmodal amplification of stochastic disturbances in strongly elastic channel flows.
J. NonNewtonian Fluid Mech.,
166(1415):755778,
August 2011.
Keyword(s): Flow modeling and control,
Viscoelastic fluids,
Inputoutput analysis,
Energy amplification,
Elastic turbulence,
Transition to turbulence,
Singular perturbation methods.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Augmented Lagrangian approach to design of structured optimal state feedback gains.
IEEE Trans. Automat. Control,
56(12):29232929,
December 2011.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Optimal localized control.
[bibtexentry]

M. R. Jovanovic.
On the optimality of localized distributed controllers.
Int. J. Systems, Control and Communications,
2(1/2/3):8299,
2010.
Note: Special issue on Information Processing and Decision Making in Distributed Control Systems.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Localized control.
[bibtexentry]

M. R. Jovanovic and S. Kumar.
Transient growth without inertia.
Phys. Fluids,
22(2):023101 (19 pages),
February 2010.
Keyword(s): Flow modeling and control,
Viscoelastic fluids,
Inputoutput analysis,
Energy amplification,
Elastic turbulence,
Transition to turbulence.
[bibtexentry]

B. K. Lieu,
R. Moarref,
and M. R. Jovanovic.
Controlling the onset of turbulence by streamwise traveling waves. Part 2: Direct numerical simulations.
J. Fluid Mech.,
663:100119,
November 2010.
Keyword(s): Controlling the onset of turbulence,
Direct numerical simulations,
Energy amplification,
Flow modeling and control,
Inputoutput analysis,
NavierStokes equations,
Parametric resonance,
Relaminarization,
Spatiallyperiodic systems,
Traveling waves,
Turbulent flows,
Vibrational control.
[bibtexentry]

R. Moarref and M. R. Jovanovic.
Controlling the onset of turbulence by streamwise traveling waves. Part 1: Receptivity analysis.
J. Fluid Mech.,
663:7099,
November 2010.
Keyword(s): Controlling the onset of turbulence,
Energy amplification,
Flow modeling and control,
Inputoutput analysis,
NavierStokes equations,
Parametric resonance,
Perturbation analysis,
Simulationfree design,
Spatiallyperiodic systems,
Traveling waves,
Vibrational control.
[bibtexentry]

N. Hoda,
M. R. Jovanovic,
and S. Kumar.
Frequency responses of streamwiseconstant perturbations in channel flows of OldroydB fluids.
J. Fluid Mech.,
625:411434,
April 2009.
Keyword(s): Flow modeling and control,
Viscoelastic fluids,
Inputoutput analysis,
Energy amplification,
Transition to turbulence.
[bibtexentry]

F. Lin and M. R. Jovanovic.
Leastsquares approximation of structured covariances.
IEEE Trans. Automat. Control,
54(7):16431648,
July 2009.
Keyword(s): Optimization,
Largescale systems,
Leastsquares approximation,
Structured covariances.
[bibtexentry]

M. Fardad,
M. R. Jovanovic,
and B. Bamieh.
Frequency analysis and norms of distributed spatially periodic systems.
IEEE Trans. Automat. Control,
53(10):22662279,
November 2008.
Keyword(s): Distributed systems theory,
Inputoutput analysis,
Spatiallyperiodic systems,
Uncertainty quantification in PDEs.
[bibtexentry]

N. Hoda,
M. R. Jovanovic,
and S. Kumar.
Energy amplification in channel flows of viscoelastic fluids.
J. Fluid Mech.,
601:407424,
April 2008.
Keyword(s): Flow modeling and control,
Viscoelastic fluids,
Inputoutput analysis,
Energy amplification,
Transition to turbulence.
[bibtexentry]

M. R. Jovanovic.
Turbulence suppression in channel flows by small amplitude transverse wall oscillations.
Phys. Fluids,
20(1):014101 (11 pages),
January 2008.
Keyword(s): Controlling the onset of turbulence,
Flow modeling and control,
Inputoutput analysis,
NavierStokes equations,
Parametric resonance,
Timeperiodic systems,
Vibrational control,
Energy amplification.
[bibtexentry]

M. R. Jovanovic,
M. Arcak,
and E. D. Sontag.
A passivitybased approach to stability of spatially distributed systems with a cyclic interconnection structure.
IEEE Trans. Automat. Control: Special Issue on Systems Biology,
53:7586,
January 2008.
Keyword(s): Biochemical networks,
Cyclic feedback systems,
Distributed systems theory,
Reactiondiffusion equations.
[bibtexentry]

M. R. Jovanovic and M. Fardad.
$H_2$ norm of linear timeperiodic systems: a perturbation analysis.
Automatica,
44(8):20902098,
August 2008.
Keyword(s): Distributed systems theory,
Inputoutput analysis,
Timeperiodic systems,
Perturbation analysis,
Uncertainty quantification in PDEs.
[bibtexentry]

M. R. Jovanovic,
J. M. Fowler,
B. Bamieh,
and R. D'Andrea.
On the peaking phenomenon in the control of vehicular platoons.
Syst. Control Lett.,
57(7):528537,
July 2008.
Keyword(s): Control of vehicular formations,
Largescale systems,
Peaking.
[bibtexentry]

M. R. Jovanovic and B. Bamieh.
Architecture induced by distributed backstepping design.
IEEE Trans. Automat. Control,
52(1):108113,
January 2007.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Localized control.
[bibtexentry]

M. R. Jovanovic and B. Bamieh.
A formula for frequency responses of distributed systems with one spatial variable.
Syst. Control Lett.,
55(1):2737,
January 2006.
Keyword(s): Distributed systems theory,
Computational tools for spatially distributed systems,
Uncertainty quantification in PDEs.
[bibtexentry]

M. R. Jovanovic and B. Bamieh.
Componentwise energy amplification in channel flows.
J. Fluid Mech.,
534:145183,
July 2005.
Keyword(s): Flow modeling and control,
NavierStokes equations,
Inputoutput analysis,
Energy amplification,
Transition to turbulence.
[bibtexentry]

M. R. Jovanovic and B. Bamieh.
Lyapunovbased distributed control of systems on lattices.
IEEE Trans. Automat. Control,
50(4):422433,
April 2005.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Localized control.
[bibtexentry]

M. R. Jovanovic and B. Bamieh.
On the illposedness of certain vehicular platoon control problems.
IEEE Trans. Automat. Control,
50(9):13071321,
September 2005.
Keyword(s): Control of vehicular formations,
Largescale and infinite dimensional systems,
Fundamental limitations.
[bibtexentry]

D. Debeljkovic and M. R. Jovanovic.
NonLyapunov stability consideration of linear descriptor systems operating under perturbing forces.
Advances in Modeling and Analysis,
49(12):18,
1997.
[bibtexentry]
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