
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.
@ARTICLE{harjovkumJNNFM18,
AUTHOR = {G. Hariharan and M. R. Jovanovi\'c and S. Kumar},
TITLE = {Amplification of localized body forces in channel flows of viscoelastic fluids},
JOURNAL = {J. NonNewtonian Fluid Mech.},
VOLUME = {260},
PAGES = {4053},
MONTH = {October},
YEAR = {2018},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/harjovkumJNNFM18.pdf},
KEYWORDS = {Flow modeling and control, Viscoelastic fluids, Inputoutput analysis, Elastic turbulence, Transition to turbulence, Uncertainty quantification in PDEs, Spatiotemporal impulse responses}
}

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.
@ARTICLE{mogjovTCNS18,
AUTHOR = {S. HassanMoghaddam and M. R. Jovanovi\'c},
TITLE = {Topology design for stochasticallyforced consensus networks},
JOURNAL = {IEEE Trans. Control Netw. Syst.},
VOLUME = {5},
NUMBER = {3},
PAGES = {10751086},
MONTH = {September},
YEAR = {2018},
KEYWORDS = {Consensus, Convex optimization, Distributed control, Interior point method, Proximal gradient method, Proximal Newton method, Sparse graphs, Topology design},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/mogjovTCNS18.pdf}
}

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.
@ARTICLE{hildwinicjovcanPRF18,
AUTHOR = {N. Hildebrand and A. Dwivedi and J. W. Nichols and M. R. Jovanovi\'c and G. V. Candler},
TITLE = {Simulation and stability analysis of oblique shock wave/boundary layer interactions at {M}ach 5.92},
JOURNAL = {Phys. Rev. Fluids},
VOLUME = {3},
NUMBER = {1},
PAGES = {013906 (23 pages)},
MONTH = {January},
YEAR = {2018},
KEYWORDS = {Adjoint equations, Baseflow sensitivity, Compressible flows, Direct numerical simulations, Global stability analysis, Flow modeling and control, Hypersonic flows, Transition to turbulence},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/hildwinicjovcanPRF18.pdf}
}

D. Ding,
B. Hu,
N. K. Dhingra,
and M. R. Jovanovic.
An exponentially convergent primaldual algorithm for nonsmooth composite minimization.
In Proceedings of the 57th IEEE Conference on Decision and Control,
Miami, FL,
pages 49274932,
2018.
Keyword(s): Control for optimization,
Convex optimization,
Euler discretization,
Exponential convergence,
Global exponential stability,
Integral quadratic constraints,
Proximal augmented Lagrangian,
Nonsmooth optimization,
Primaldual gradient flow dynamics,
Proximal algorithms,
Regularization.
@INPROCEEDINGS{dinhudhijovCDC18,
AUTHOR = {D. Ding and B. Hu and N. K. Dhingra and M. R. Jovanovi\'c},
TITLE = {An exponentially convergent primaldual algorithm for nonsmooth composite minimization},
BOOKTITLE = {Proceedings of the 57th IEEE Conference on Decision and Control},
YEAR = {2018},
ADDRESS = {Miami, FL},
PAGES = {49274932},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/dinhudhijovCDC18.pdf},
KEYWORDS = {Control for optimization, Convex optimization, Euler discretization, Exponential convergence, Global exponential stability, Integral quadratic constraints, Proximal augmented Lagrangian, Nonsmooth optimization, Primaldual gradient flow dynamics, Proximal algorithms, Regularization}
}

D. Ding and M. R. Jovanovic.
A primaldual Laplacian gradient flow dynamics for distributed resource allocation problems.
In Proceedings of the 2018 American Control Conference,
Milwaukee, WI,
pages 53165320,
2018.
Keyword(s): Primaldual gradient flow dynamics,
Proximal augmented Lagrangian,
Distributed resource allocation,
Economic dispatch.
@INPROCEEDINGS{dinjovACC18,
AUTHOR = {D. Ding and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2018 American Control Conference},
TITLE = {A primaldual {L}aplacian gradient flow dynamics for distributed resource allocation problems},
YEAR = {2018},
ADDRESS = {Milwaukee, WI},
PAGES = {53165320},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/dinjovACC18.pdf},
KEYWORDS = {Primaldual gradient flow dynamics, Proximal augmented Lagrangian, Distributed resource allocation, Economic dispatch}
}

A. Dwivedi,
G. S. Sidharth,
G. V. Candler,
J. W. Nichols,
and M. R. Jovanovic.
Inputoutput analysis of shock boundary layer interaction.
In Proceedings of the 48th AIAA Fluid Dynamics Conference,
Atlanta, GA,
pages 3220 (17 pages),
2018.
Keyword(s): Compressible flows,
InputOutput analysis,
Shock Boundary layer interaction,
Hypersonic flows.
@INPROCEEDINGS{dwisidcannicjovAIAA18,
AUTHOR = {A. Dwivedi and G. S. Sidharth and G. V. Candler and J. W. Nichols and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 48th AIAA Fluid Dynamics Conference},
TITLE = {Inputoutput analysis of shock boundary layer interaction},
YEAR = {2018},
ADDRESS = {Atlanta, GA},
PAGES = {3220 (17 pages)},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/dwisidcannicjovAIAA18.pdf},
KEYWORDS = {Compressible flows, InputOutput analysis, Shock Boundary layer interaction, Hypersonic flows}
}

G. Hariharan,
M. R. Jovanovic,
and S. Kumar.
Spatiotemporal impulse responses in channel flow of viscoelastic fluids.
In Proceedings of the 2018 American Control Conference,
Milwaukee, WI,
pages 28572862,
2018.
Keyword(s): Flow modeling and control,
Viscoelastic fluids,
Inputoutput analysis,
Elastic turbulence,
Transition to turbulence,
Uncertainty quantification in PDEs,
Spatiotemporal impulse responses.
@INPROCEEDINGS{harjovkumACC18,
AUTHOR = {G. Hariharan and M. R. Jovanovi\'c and S. Kumar},
BOOKTITLE = {Proceedings of the 2018 American Control Conference},
TITLE = {Spatiotemporal impulse responses in channel flow of viscoelastic fluids},
YEAR = {2018},
ADDRESS = {Milwaukee, WI},
PAGES = {28572862},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/harjovkumACC18.pdf},
KEYWORDS = {Flow modeling and control, Viscoelastic fluids, Inputoutput analysis, Elastic turbulence, Transition to turbulence, Uncertainty quantification in PDEs, Spatiotemporal impulse responses}
}

S. HassanMoghaddam and M. R. Jovanovic.
Distributed proximal augmented Lagrangian method for nonsmooth composite optimization.
In Proceedings of the 2018 American Control Conference,
Milwaukee, WI,
pages 20472052,
2018.
Keyword(s): Consensus,
Distributed Optimization,
Nonsmooth optimization,
Primaldual gradient flow dynamics,
Proximal augmented Lagrangian.
@INPROCEEDINGS{mogjovACC18,
AUTHOR = {S. HassanMoghaddam and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2018 American Control Conference},
TITLE = {Distributed proximal augmented {L}agrangian method for nonsmooth composite optimization},
YEAR = {2018},
ADDRESS = {Milwaukee, WI},
PAGES = {20472052},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/mogjovACC18.pdf},
KEYWORDS = {Consensus, Distributed Optimization, Nonsmooth optimization, Primaldual gradient flow dynamics, Proximal augmented Lagrangian}
}

S. HassanMoghaddam and M. R. Jovanovic.
On the exponential convergence rate of proximal gradient flow algorithms.
In Proceedings of the 57th IEEE Conference on Decision and Control,
Miami, FL,
pages 42464251,
2018.
Note: (Invited paper).
Keyword(s): Control for optimization,
Distributed optimization,
Forwardbackward envelope,
Exponential convergence,
Global exponential stability,
Gradient flow dynamics,
Largescale systems,
Nonsmooth optimization,
Primaldual method,
Proximal algorithms,
Proximal augmented Lagrangian.
@INPROCEEDINGS{mogjovCDC18a,
AUTHOR = {S. HassanMoghaddam and M. R. Jovanovi\'c},
TITLE = {On the exponential convergence rate of proximal gradient flow algorithms},
BOOKTITLE = {Proceedings of the 57th IEEE Conference on Decision and Control},
YEAR = {2018},
ADDRESS = {Miami, FL},
NOTE = {(Invited paper)},
PAGES = {42464251},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/mogjovCDC18a.pdf},
KEYWORDS = {Control for optimization, Distributed optimization, Forwardbackward envelope, Exponential convergence, Global exponential stability, Gradient flow dynamics, Largescale systems, Nonsmooth optimization, Primaldual method, Proximal algorithms, Proximal augmented Lagrangian}
}

S. HassanMoghaddam and M. R. Jovanovic.
Topology identification via growing a ChowLiu tree network.
In Proceedings of the 57th IEEE Conference on Decision and Control,
Miami, FL,
pages 54215426,
2018.
Keyword(s): ChowLiu tree,
Consensus,
Convex optimization,
Graphical LASSO,
Sparse graphs,
Topology identification,
Maximum likelihood,
Sparse inverse covariance estimation.
@INPROCEEDINGS{mogjovCDC18b,
AUTHOR = {S. HassanMoghaddam and M. R. Jovanovi\'c},
TITLE = {Topology identification via growing a {C}how{L}iu tree network},
BOOKTITLE = {Proceedings of the 57th IEEE Conference on Decision and Control},
YEAR = {2018},
ADDRESS = {Miami, FL},
PAGES = {54215426},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/mogjovCDC18b.pdf},
KEYWORDS = {ChowLiu tree, Consensus, Convex optimization, Graphical LASSO, Sparse graphs, Topology identification, Maximum likelihood, Sparse inverse covariance estimation}
}

N. Hildebrand,
J. W. Nichols,
G. V. Candler,
and M. R. Jovanovic.
Transient growth in oblique shock wave/laminar boundary layer interactions at Mach 5.92.
In Proceedings of the 48th AIAA Fluid Dynamics Conference,
Atlanta, GA,
pages 3221 (17 pages),
2018.
Keyword(s): Adjoints,
Compressible flows,
Global stability analysis,
Hypersonic flows,
Transient growth.
@INPROCEEDINGS{hilniccanjovAIAA18,
AUTHOR = {N. Hildebrand and J. W. Nichols and G. V. Candler and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 48th AIAA Fluid Dynamics Conference},
TITLE = {Transient growth in oblique shock wave/laminar boundary layer interactions at {M}ach 5.92},
YEAR = {2018},
ADDRESS = {Atlanta, GA},
PAGES = {3221 (17 pages)},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/hilniccanjovAIAA18.pdf},
KEYWORDS = {Adjoints, Compressible flows, Global stability analysis, Hypersonic flows, Transient growth}
}

H. Mohammadi,
M. Razaviyayn,
and M. R. Jovanovic.
On the stability of gradient flow dynamics for a rankone matrix approximation problem.
In Proceedings of the 2018 American Control Conference,
Milwaukee, WI,
pages 45334538,
2018.
Keyword(s): Nonconvex optimization,
Stability of nonlinear systems,
Matrix approximation,
Gradient flow dynamics.
@INPROCEEDINGS{mohrazjovACC18,
AUTHOR = {H. Mohammadi and M. Razaviyayn and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2018 American Control Conference},
TITLE = {On the stability of gradient flow dynamics for a rankone matrix approximation problem},
YEAR = {2018},
ADDRESS = {Milwaukee, WI},
PAGES = {45334538},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/mohrazjovACC18.pdf},
KEYWORDS = {Nonconvex optimization, Stability of nonlinear systems, Matrix approximation, Gradient flow dynamics}
}

H. Mohammadi,
M. Razaviyayn,
and M. R. Jovanovic.
Variance amplification of accelerated firstorder algorithms for strongly convex quadratic optimization problems.
In Proceedings of the 57th IEEE Conference on Decision and Control,
Miami, FL,
pages 57535758,
2018.
Keyword(s): Accelerated optimization algorithms,
Control for optimization,
Inputoutput analysis,
Largescale networks,
Fundamental limitations,
Robustness,
Variance amplifications.
@INPROCEEDINGS{mohrazjovCDC18,
AUTHOR = {H. Mohammadi and M. Razaviyayn and M. R. Jovanovi\'c},
TITLE = {Variance amplification of accelerated firstorder algorithms for strongly convex quadratic optimization problems},
BOOKTITLE = {Proceedings of the 57th IEEE Conference on Decision and Control},
YEAR = {2018},
ADDRESS = {Miami, FL},
PAGES = {57535758},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/mohrazjovCDC18.pdf},
KEYWORDS = {Accelerated optimization algorithms, Control for optimization, Inputoutput analysis, Largescale networks, Fundamental limitations, Robustness, Variance amplifications}
}

W. Ran,
A. Zare,
M. J. P. Hack,
and M. R. Jovanovic.
Lowcomplexity modeling of mode interactions in boundary layer flows.
In Proceedings of the 2018 American Control Conference,
Milwaukee, WI,
pages 134139,
2018.
Note: (Invited paper).
Keyword(s): Boundary layers,
Controloriented modeling,
Distributed systems,
Floquet theory,
Parabolized stability equations,
Spatiallyperiodic systems,
Transition to turbulence.
@INPROCEEDINGS{ranzarhacjovACC18,
AUTHOR = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanovi\'c},
TITLE = {Lowcomplexity modeling of mode interactions in boundary layer flows},
BOOKTITLE = {Proceedings of the 2018 American Control Conference},
ADDRESS = {Milwaukee, WI},
YEAR = {2018},
PAGES = {134139},
NOTE = {(Invited paper)},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/ranzarhacjovACC18.pdf},
KEYWORDS = {Boundary layers, Controloriented modeling, Distributed systems, Floquet theory, Parabolized stability equations, Spatiallyperiodic systems, Transition to turbulence}
}

A. Zare and M. R. Jovanovic.
Optimal sensor selection via proximal optimization algorithms.
In Proceedings of the 57th IEEE Conference on Decision and Control,
Miami, FL,
pages 65146519,
2018.
Keyword(s): Convex optimization,
Proximal algorithms,
Sensor selection,
Semidefinite programming,
Sparsitypromoting estimation and control,
QuasiNewton methods.
@INPROCEEDINGS{zarjovCDC18,
AUTHOR = {A. Zare and M. R. Jovanovi\'c},
TITLE = {Optimal sensor selection via proximal optimization algorithms},
BOOKTITLE = {Proceedings of the 57th IEEE Conference on Decision and Control},
YEAR = {2018},
ADDRESS = {Miami, FL},
PAGES = {65146519},
PDF = {https://viterbiweb.usc.edu/~mihailo/papers/zarjovCDC18.pdf},
KEYWORDS = {Convex optimization, Proximal algorithms, Sensor selection, Semidefinite programming, Sparsitypromoting estimation and control, QuasiNewton methods}
}