
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.
@ARTICLE{wujovSCL17,
AUTHOR = {X. Wu and M. R. Jovanovi\'c},
JOURNAL = {Syst. Control Lett.},
TITLE = {Sparsitypromoting optimal control of systems with symmetries, consensus and synchronization networks},
VOLUME = {103},
PAGES = {18},
MONTH = {May},
YEAR = {2017},
KEYWORDS = {Alternating direction method of multipliers, Consensus and synchronization networks, Distributed systems, Regularization, Sparsitypromoting optimal control, Spatiallyinvariant systems},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/wujovSCL17.pdf}
}

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.
@ARTICLE{zarchejovgeoTAC17,
AUTHOR = {A. Zare and Y. Chen and M. R. Jovanovi\'c and T. T. Georgiou},
TITLE = {Lowcomplexity modeling of partially available secondorder statistics: theory and an efficient matrix completion algorithm},
JOURNAL = {IEEE Trans. Automat. Control},
VOLUME = {62},
NUMBER = {3},
PAGES = {13681383},
MONTH = {March},
YEAR = {2017},
KEYWORDS = {Alternating minimization algorithm, Convex optimization, Disturbance dynamics, Lowrank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/zarchejovgeoTAC17.pdf}
}

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.
@ARTICLE{zarjovgeoJFM17,
AUTHOR = {A. Zare and M. R. Jovanovi\'c and T. T. Georgiou},
JOURNAL = {J. Fluid Mech.},
TITLE = {Colour of turbulence},
VOLUME = {812},
PAGES = {636680},
MONTH = {February},
YEAR = {2017},
KEYWORDS = {Colored noise, Convex optimization, Disturbance dynamics, Flow modeling and control, Lowcomplexity modeling, Lowrank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances, Turbulence modeling},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/zarjovgeoJFM17.pdf}
}

D. Deka,
A. Zare,
A. Lokhov,
M. R. Jovanovic,
and M. Chertkov.
State and noise covariance estimation in power grids using limited nodal PMUs.
In Proceedings of the 5th IEEE Global Conference on Signal and Information Processing,
Montreal, Canada,
2017.
Keyword(s): Covariance completion,
Delayed covariance,
Power systems,
Synchronization.
@INPROCEEDINGS{dekzarlokjovcheGSIP17,
AUTHOR = {D. Deka and A. Zare and A. Lokhov and M. R. Jovanovi\'c and M. Chertkov},
BOOKTITLE = {Proceedings of the 5th IEEE Global Conference on Signal and Information Processing},
TITLE = {State and noise covariance estimation in power grids using limited nodal {PMU}s},
YEAR = {2017},
ADDRESS = {Montreal, Canada},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/dekzarlokjovcheGSIP17.pdf},
KEYWORDS = {Covariance completion, Delayed covariance, Power systems, Synchronization}
}

N. K. Dhingra,
S. Z. Khong,
and M. R. Jovanovic.
A second order primaldual algorithm for nonsmooth convex composite optimization.
In Proceedings of the 56th IEEE Conference on Decision and Control,
Melbourne, Australia,
pages 28682873,
2017.
Keyword(s): Augmented Lagrangian,
Method of multipliers,
Nonsmooth optimization,
Proximal methods,
Regularization,
Sparsitypromoting optimal control,
Structured optimal control,
Structure identification.
@INPROCEEDINGS{dhikhojovCDC17,
AUTHOR = {N. K. Dhingra and S. Z. Khong and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 56th IEEE Conference on Decision and Control},
TITLE = {A second order primaldual algorithm for nonsmooth convex composite optimization},
YEAR = {2017},
ADDRESS = {Melbourne, Australia},
PAGES = {28682873},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/dhikhojovCDC17.pdf},
KEYWORDS = {Augmented Lagrangian, Method of multipliers, Nonsmooth optimization, Proximal methods, Regularization, Sparsitypromoting optimal control, Structured optimal control, Structure identification}
}

A. Dwivedi,
J. W. Nichols,
M. R. Jovanovic,
and G. V. Candler.
Optimal spatial growth of streaks in oblique shock/boundary layer interaction.
In Proceedings of the 47th AIAA Fluid Dynamics Conference,
Denver, CO,
pages 4163 (17 pages),
2017.
Keyword(s): Compressible flows,
Direct numerical simulations,
Transient growth,
Hypersonic flows,
Transition to turbulence.
@INPROCEEDINGS{dwinicjovcanAIAA17,
AUTHOR = {A. Dwivedi and J. W. Nichols and M. R. Jovanovi\'c and G. V. Candler},
BOOKTITLE = {Proceedings of the 47th AIAA Fluid Dynamics Conference},
TITLE = {Optimal spatial growth of streaks in oblique shock/boundary layer interaction},
YEAR = {2017},
ADDRESS = {Denver, CO},
PAGES = {4163 (17 pages)},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/dwinicjovcanAIAA17.pdf},
KEYWORDS = {Compressible flows, Direct numerical simulations, Transient growth, Hypersonic flows, Transition to turbulence}
}

S. HassanMoghaddam and M. R. Jovanovic.
Distributed design of optimal structured feedback gains.
In Proceedings of the 56th IEEE Conference on Decision and Control,
Melbourne, Australia,
pages 65866591,
2017.
Keyword(s): Alternating direction method of multipliers,
Consensus,
Distributed control,
Optimization,
Sparsitypromoting optimal control,
Structured optimal control.
@INPROCEEDINGS{mogjovCDC17,
AUTHOR = {S. HassanMoghaddam and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 56th IEEE Conference on Decision and Control},
TITLE = {Distributed design of optimal structured feedback gains},
YEAR = {2017},
ADDRESS = {Melbourne, Australia},
PAGES = {65866591},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/mogjovCDC17.pdf},
KEYWORDS = {Alternating direction method of multipliers, Consensus, Distributed control, Optimization, Sparsitypromoting optimal control, Structured optimal control}
}

S. HassanMoghaddam,
X. Wu,
and M. R. Jovanovic.
Edge addition in directed consensus networks.
In Proceedings of the 2017 American Control Conference,
Seattle, WA,
pages 55925597,
2017.
Keyword(s): Alternating direction method of multipliers,
Consensus,
Directed networks,
Nonconvex optimization,
Sparsitypromoting optimal control.
@INPROCEEDINGS{mogwujovACC17,
AUTHOR = {S. HassanMoghaddam and X. Wu and M. R. Jovanovi\'c},
TITLE = {Edge addition in directed consensus networks},
BOOKTITLE = {Proceedings of the 2017 American Control Conference},
ADDRESS = {Seattle, WA},
YEAR = {2017},
PAGES = {55925597},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/mogwujovACC17.pdf},
KEYWORDS = {Alternating direction method of multipliers, Consensus, Directed networks, Nonconvex optimization, Sparsitypromoting optimal control}
}

N. Hildebrand,
A. Dwivedi,
J. W. Nichols,
G. V. Candler,
and M. R. Jovanovic.
Sensitivity analysis for the control of oblique shock wave/laminar boundary layer interactions at Mach $5.92$.
In Proceedings of the 47th AIAA Fluid Dynamics Conference,
Denver, CO,
pages 4312 (14 pages),
2017.
Keyword(s): Adjoint equations,
Baseflow sensitivity,
Compressible flows,
Direct numerical simulations,
Global stability analysis,
Flow modeling and control,
Hypersonic flows,
Transition to turbulence.
@INPROCEEDINGS{hildwiniccanjovAIAA17,
AUTHOR = {N. Hildebrand and A. Dwivedi and J. W. Nichols and G. V. Candler and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 47th AIAA Fluid Dynamics Conference},
TITLE = {Sensitivity analysis for the control of oblique shock wave/laminar boundary layer interactions at {M}ach $5.92$},
YEAR = {2017},
ADDRESS = {Denver, CO},
PAGES = {4312 (14 pages)},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/hildwiniccanjovAIAA17.pdf},
KEYWORDS = {Adjoint equations, Baseflow sensitivity, Compressible flows, Direct numerical simulations, Global stability analysis, Flow modeling and control, Hypersonic flows, Transition to turbulence}
}

W. Ran,
A. Zare,
M. J. P. Hack,
and M. R. Jovanovic.
Lowcomplexity stochastic modeling of spatiallyevolving flows.
In Proceedings of the 2017 American Control Conference,
Seattle, WA,
pages 38153820,
2017.
Note: (Invited paper).
Keyword(s): Flow modeling and control,
Lowcomplexity modeling,
Parabolized stability equations,
Spatiallyevolving flows,
Transition to turbulence,
Turbulence modeling.
@INPROCEEDINGS{ranzarhacjovACC17,
AUTHOR = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanovi\'c},
TITLE = {Lowcomplexity stochastic modeling of spatiallyevolving flows},
BOOKTITLE = {Proceedings of the 2017 American Control Conference},
ADDRESS = {Seattle, WA},
YEAR = {2017},
PAGES = {38153820},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/ranzarhacjovACC17.pdf},
NOTE = {(Invited paper)},
KEYWORDS = {Flow modeling and control, Lowcomplexity modeling, Parabolized stability equations, Spatiallyevolving flows, Transition to turbulence, Turbulence modeling}
}

W. Ran,
A. Zare,
J. W. Nichols,
and M. R. Jovanovic.
The effect of sponge layers on global stability analysis of Blasius boundary layer flow.
In Proceedings of the 47th AIAA Fluid Dynamics Conference,
Denver, CO,
pages 3456 (12 pages),
2017.
Keyword(s): Global stability analysis,
Sponge layer,
Boundary layer flow.
@INPROCEEDINGS{ranzarnicjovAIAA17,
AUTHOR = {W. Ran and A. Zare and J. W. Nichols and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 47th AIAA Fluid Dynamics Conference},
TITLE = {The effect of sponge layers on global stability analysis of {B}lasius boundary layer flow},
YEAR = {2017},
ADDRESS = {Denver, CO},
PAGES = {3456 (12 pages)},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/ranzarnicjovAIAA17.pdf},
KEYWORDS = {Global stability analysis, Sponge layer, Boundary layer flow}
}

P. Shrestha,
J. W. Nichols,
M. R. Jovanovic,
and G. V. Candler.
Study of tripinduced hypersonic boundary layer transition.
In Proceedings of the 47th AIAA Fluid Dynamics Conference,
Denver, CO,
pages 4513 (21 pages),
2017.
Keyword(s): Direct numerical simulations,
Dynamic mode decomposition,
Roughness elements,
Hypersonic flows,
Transition to turbulence.
@INPROCEEDINGS{shrnicjovcanAIAA17,
AUTHOR = {P. Shrestha and J. W. Nichols and M. R. Jovanovi\'c and G. V. Candler},
BOOKTITLE = {Proceedings of the 47th AIAA Fluid Dynamics Conference},
TITLE = {Study of tripinduced hypersonic boundary layer transition},
YEAR = {2017},
ADDRESS = {Denver, CO},
PAGES = {4513 (21 pages)},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/shrnicjovcanAIAA17.pdf},
KEYWORDS = {Direct numerical simulations, Dynamic mode decomposition, Roughness elements, Hypersonic flows, Transition to turbulence}
}

A. Zare,
N. K. Dhingra,
M. R. Jovanovic,
and T. T. Georgiou.
Structured covariance completion via proximal algorithms.
In Proceedings of the 56th IEEE Conference on Decision and Control,
Melbourne, Australia,
pages 37753780,
2017.
Keyword(s): Augmented Lagrangian,
Convex optimization,
Lowrank perturbation,
Matrix completion problem,
Method of multipliers,
Nonsmooth optimization,
Proximal methods,
Regularization,
Sparsitypromoting optimal control,
Structured covariances.
@INPROCEEDINGS{zardhijovgeoCDC17,
AUTHOR = {A. Zare and N. K. Dhingra and M. R. Jovanovi\'c and T. T. Georgiou},
BOOKTITLE = {Proceedings of the 56th IEEE Conference on Decision and Control},
TITLE = {Structured covariance completion via proximal algorithms},
YEAR = {2017},
ADDRESS = {Melbourne, Australia},
PAGES = {37753780},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/zardhijovgeoCDC17.pdf},
KEYWORDS = {Augmented Lagrangian, Convex optimization, Lowrank perturbation, Matrix completion problem, Method of multipliers, Nonsmooth optimization, Proximal methods, Regularization, Sparsitypromoting optimal control, Structured covariances}
}