
F. Dörfler,
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.
@ARTICLE{dorjovchebulTPS14,
AUTHOR = {F. D\"orfler and M. R. Jovanovi\'c and M. Chertkov and F. Bullo},
TITLE = {Sparsitypromoting optimal widearea control of power networks},
JOURNAL = {IEEE Trans. Power Syst.},
VOLUME = {29},
NUMBER = {5},
PAGES = {22812291},
MONTH = {September},
YEAR = {2014},
KEYWORDS = {Alternating direction method of multipliers, Power networks, Sparsitypromoting optimal control, Widearea control},
PDF = {http://ee.usc.edu/mihailo/papers/dorjovchebulTPS14.pdf}
}

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.
@ARTICLE{farlinjovTAC14sync,
AUTHOR = {M. Fardad and F. Lin and M. R. Jovanovi\'c},
TITLE = {Design of optimal sparse interconnection graphs for synchronization of oscillator networks},
JOURNAL = {IEEE Trans. Automat. Control},
VOLUME = {59},
NUMBER = {9},
PAGES = {24572462},
MONTH = {September},
YEAR = {2014},
KEYWORDS = {Distributed control, Oscillator networks, Sparse graphs, Synchronization},
PDF = {http://ee.usc.edu/mihailo/papers/farlinjovTAC14sync.pdf}
}

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.
@ARTICLE{jovschnicPOF14,
AUTHOR = {M. R. Jovanovi\'c and P. J. Schmid and J. W. Nichols},
JOURNAL = {Phys. Fluids},
TITLE = {Sparsitypromoting dynamic mode decomposition},
VOLUME = {26},
NUMBER = {2},
PAGES = {024103 (22 pages)},
MONTH = {February},
YEAR = {2014},
KEYWORDS = {Dynamic Mode Decomposition, Flow modeling and control, Convex optimization, Sparsity},
PDF = {http://ee.usc.edu/mihailo/papers/jovschnicPOF14.pdf}
}

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.
@ARTICLE{linfarjovTAC14leaderselection,
AUTHOR = {F. Lin and M. Fardad and M. R. Jovanovi\'c},
TITLE = {Algorithms for leader selection in stochastically forced consensus networks},
JOURNAL = {IEEE Trans. Automat. Control},
YEAR = {2014},
MONTH = {July},
VOLUME = {59},
NUMBER = {7},
PAGES = {17891802},
KEYWORDS = {Alternating direction method of multipliers, Consensus networks, Convex optimization, Greedy algorithm, Leader selection, Performance bounds, Sparsity},
PDF = {http://ee.usc.edu/mihailo/papers/linfarjovTAC14LeaderSelection.pdf}
}

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.
@ARTICLE{moajovtroshamckPOF14,
AUTHOR = {R. Moarref and M. R. Jovanovi\'c and J. A. Tropp and A. S. Sharma and B. J. McKeon},
JOURNAL = {Phys. Fluids},
TITLE = {A loworder decomposition of turbulent channel flow via resolvent analysis and convex optimization},
VOLUME = {26},
NUMBER = {5},
PAGES = {051701 (7 pages)},
MONTH = {May},
YEAR = {2014},
KEYWORDS = {Flow modeling and control, Convex optimization, Lowrank approximation},
PDF = {http://ee.usc.edu/mihailo/papers/moajovtroshamckPOF14.pdf}
}

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.
@ARTICLE{tholiejovfarioagayPOF14,
AUTHOR = {V. L. Thomas and B. K. Lieu and M. R. Jovanovi\'c and B. F. Farrell and P. J. Ioannou and D. F. Gayme},
JOURNAL = {Phys. Fluids},
VOLUME = {26},
NUMBER = {10},
PAGES = {105112 (17 pages)},
MONTH = {October},
TITLE = {Selfsustaining turbulence in a restricted nonlinear model of plane {C}ouette flow},
YEAR = {2014},
KEYWORDS = {Flow modeling and control, NavierStokes equations, Inputoutput analysis, Energy amplification, Transition to turbulence},
PDF = {http://ee.usc.edu/mihailo/papers/tholiejovfarioagayPOF14.pdf}
}

N. K. Dhingra,
M. R. Jovanovic,
and Z. Q. Luo.
An ADMM algorithm for optimal sensor and actuator selection.
In Proceedings of the 53rd IEEE Conference on Decision and Control,
Los Angeles, CA,
pages 40394044,
2014.
Note: (Invited paper).
Keyword(s): Alternating direction method of multipliers,
Convex optimization,
Actuator selection,
Sensor selection.
@INPROCEEDINGS{dhijovluoCDC14,
AUTHOR = {N. K. Dhingra and M. R. Jovanovi\'c and Z. Q. Luo},
TITLE = {An {ADMM} algorithm for optimal sensor and actuator selection},
BOOKTITLE = {Proceedings of the 53rd IEEE Conference on Decision and Control},
ADDRESS = {Los Angeles, CA},
YEAR = {2014},
NOTE = {{\bf (Invited paper)}},
PAGES = {40394044},
KEYWORDS = {Alternating direction method of multipliers, Convex optimization, Actuator selection, Sensor selection},
PDF = {http://ee.usc.edu/mihailo/papers/dhijovluoCDC14.pdf}
}

M. Fardad and M. R. Jovanovic.
On the design of optimal structured and sparse feedback gains using semidefinite programming.
In Proceedings of the 2014 American Control Conference,
Portland, OR,
pages 24382443,
2014.
Keyword(s): Architectural issues in distributed control design,
Cardinality minimization,
Convex optimization,
Distributed control,
Sparsitypromoting optimal control.
@INPROCEEDINGS{farjovACC14,
AUTHOR = {M. Fardad and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {On the design of optimal structured and sparse feedback gains using semidefinite programming},
YEAR = {2014},
ADDRESS = {Portland, OR},
PAGES = {24382443},
KEYWORDS = {Architectural issues in distributed control design, Cardinality minimization, Convex optimization, Distributed control, Sparsitypromoting optimal control},
PDF = {http://ee.usc.edu/mihailo/papers/farjovACC14.pdf}
}

M. Fardad,
F. Lin,
and M. R. Jovanovic.
On optimal link creation for facilitation of consensus in social networks.
In Proceedings of the 2014 American Control Conference,
Portland, OR,
pages 38023807,
2014.
Keyword(s): Consensus,
Optimization,
Social influence,
Social networks,
Stochastic matrices.
@INPROCEEDINGS{farlinjovACC14,
AUTHOR = {M. Fardad and F. Lin and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {On optimal link creation for facilitation of consensus in social networks},
YEAR = {2014},
ADDRESS = {Portland, OR},
PAGES = {38023807},
KEYWORDS = {Consensus, Optimization, Social influence, Social networks, Stochastic matrices},
PDF = {http://ee.usc.edu/mihailo/papers/farlinjovACC14.pdf}
}

M. Fardad,
X. Zhang,
F. Lin,
and M. R. Jovanovic.
On the properties of optimal weak links in consensus networks.
In Proceedings of the 53rd IEEE Conference on Decision and Control,
Los Angeles, CA,
pages 21242129,
2014.
Note: (Invited paper).
Keyword(s): Optimization,
Perturbation analysis,
Social influence,
Social networks,
Stochastic matrices.
@INPROCEEDINGS{farzhalinjovCDC14,
AUTHOR = {M. Fardad and X. Zhang and F. Lin and M. R. Jovanovi\'c},
TITLE = {On the properties of optimal weak links in consensus networks},
BOOKTITLE = {Proceedings of the 53rd IEEE Conference on Decision and Control},
ADDRESS = {Los Angeles, CA},
YEAR = {2014},
NOTE = {{\bf (Invited paper)}},
PAGES = {21242129},
KEYWORDS = {Optimization, Perturbation analysis, Social influence, Social networks, Stochastic matrices},
PDF = {http://ee.usc.edu/mihailo/papers/farzhalinjovCDC14.pdf}
}

J. W. Nichols and M. R. Jovanovic.
Inputoutput analysis of highspeed jet noise.
In Proceedings of the 2014 Summer Program,
Center for Turbulence Research, Stanford University/NASA,
pages 251260,
2014.
Keyword(s): Acoustics,
Flow modeling and control,
Inputoutput analysis,
Jet noise.
@INPROCEEDINGS{nicjovCTR14,
AUTHOR = {J. W. Nichols and M. R. Jovanovi\'c},
TITLE = {Inputoutput analysis of highspeed jet noise},
BOOKTITLE = {Proceedings of the 2014 Summer Program},
YEAR = {2014},
ADDRESS = {Center for Turbulence Research, Stanford University/NASA},
PAGES = {251260},
KEYWORDS = {Acoustics, Flow modeling and control, Inputoutput analysis, Jet noise},
PDF = {http://ee.usc.edu/mihailo/papers/nicjovCTR14.pdf}
}

X. Wu,
F. Dörfler,
and M. R. Jovanovic.
Analysis and design tradeoffs for power network interarea oscillations.
In Proceedings of the 21st International Symposium on Mathematical Theory of Network and Systems,
Groningen, The Netherlands,
pages 657663,
2014.
Note: (Invited paper).
Keyword(s): Performance of largescale networks,
Power networks,
Sparsitypromoting optimal control,
Widearea control.
@INPROCEEDINGS{wudorjovMTNS14,
AUTHOR = {X. Wu and F. D\"orfler and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 21st International Symposium on Mathematical Theory of Network and Systems},
TITLE = {Analysis and design tradeoffs for power network interarea oscillations},
YEAR = {2014},
ADDRESS = {Groningen, The Netherlands},
NOTE = {{\bf (Invited paper)}},
PAGES = {657663},
KEYWORDS = {Performance of largescale networks, Power networks, Sparsitypromoting optimal control, Widearea control},
PDF = {http://ee.usc.edu/mihailo/papers/wudorjovMTNS14.pdf}
}

X. Wu and M. R. Jovanovic.
Sparsitypromoting optimal control of consensus and synchronization networks.
In Proceedings of the 2014 American Control Conference,
Portland, OR,
pages 29482953,
2014.
Keyword(s): Consensus,
Distributed control,
Oscillator networks,
Sparse graphs,
Synchronization.
@INPROCEEDINGS{wujovACC14,
AUTHOR = {X. Wu and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {Sparsitypromoting optimal control of consensus and synchronization networks},
YEAR = {2014},
ADDRESS = {Portland, OR},
PAGES = {29482953},
KEYWORDS = {Consensus, Distributed control, Oscillator networks, Sparse graphs, Synchronization},
PDF = {http://ee.usc.edu/mihailo/papers/wujovACC14.pdf}
}

A. Zare,
M. R. Jovanovic,
and T. T. Georgiou.
Completion of partially known turbulent flow statistics.
In Proceedings of the 2014 American Control Conference,
Portland, OR,
pages 16801685,
2014.
Note: (Invited paper; Finalist, Best Student Paper Award).
Keyword(s): Alternating direction method of multipliers,
Convex optimization,
Flow modeling and control,
Lowrank approximation,
Matrix completion problems,
Nuclear norm regularization,
Structured covariances.
@INPROCEEDINGS{zarjovgeoACC14,
AUTHOR = {A. Zare and M. R. Jovanovi\'c and T. T. Georgiou},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {Completion of partially known turbulent flow statistics},
YEAR = {2014},
ADDRESS = {Portland, OR},
PAGES = {16801685},
NOTE = {{\bf (Invited paper; Finalist, Best Student Paper Award)}},
KEYWORDS = {Alternating direction method of multipliers, Convex optimization, Flow modeling and control, Lowrank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances},
PDF = {http://ee.usc.edu/mihailo/papers/zarjovgeoACC14.pdf}
}

A. Zare,
M. R. Jovanovic,
and T. T. Georgiou.
Completion of partially known turbulent flow statistics via convex optimization.
In Proceedings of the 2014 Summer Program,
Center for Turbulence Research, Stanford University/NASA,
pages 345354,
2014.
Keyword(s): Convex optimization,
Flow modeling and control,
Lowrank approximation,
Matrix completion problems,
Nuclear norm regularization,
Structured covariances.
@INPROCEEDINGS{zarjovgeoCTR14,
AUTHOR = {A. Zare and M. R. Jovanovi\'c and T. T. Georgiou},
TITLE = {Completion of partially known turbulent flow statistics via convex optimization},
BOOKTITLE = {Proceedings of the 2014 Summer Program},
YEAR = {2014},
ADDRESS = {Center for Turbulence Research, Stanford University/NASA},
PAGES = {345354},
KEYWORDS = {Convex optimization, Flow modeling and control, Lowrank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances},
PDF = {http://ee.usc.edu/mihailo/papers/zarjovgeoCTR14.pdf}
}

D. M. Zoltowski,
N. K. Dhingra,
F. Lin,
and M. R. Jovanovic.
Sparsitypromoting optimal control of spatiallyinvariant systems.
In Proceedings of the 2014 American Control Conference,
Portland, OR,
pages 12611266,
2014.
Keyword(s): Architectural issues in distributed control design,
Cardinality minimization,
Convex optimization,
Distributed control,
Sparsitypromoting optimal control,
Spatiallyinvariant systems.
@INPROCEEDINGS{zoldhilinjovACC14,
AUTHOR = {D. M. Zoltowski and N. K. Dhingra and F. Lin and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {Sparsitypromoting optimal control of spatiallyinvariant systems},
YEAR = {2014},
ADDRESS = {Portland, OR},
PAGES = {12611266},
KEYWORDS = {Architectural issues in distributed control design, Cardinality minimization, Convex optimization, Distributed control, Sparsitypromoting optimal control, Spatiallyinvariant systems},
PDF = {http://ee.usc.edu/mihailo/papers/zoldhilinjovACC14.pdf}
}