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Publications of year 2018
Journal articles
  1. G. Hariharan, M. R. Jovanovic, and S. Kumar. Amplification of localized body forces in channel flows of viscoelastic fluids. J. Non-Newtonian Fluid Mech., 260:40-53, October 2018. Keyword(s): Flow modeling and control, Viscoelastic fluids, Input-output analysis, Elastic turbulence, Transition to turbulence, Uncertainty quantification in PDEs, Spatio-temporal 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. Non-Newtonian Fluid Mech.},
    VOLUME = {260},
    PAGES = {40-53},
    MONTH = {October},
    YEAR = {2018},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/harjovkumJNNFM18.pdf},
    KEYWORDS = {Flow modeling and control, Viscoelastic fluids, Input-output analysis, Elastic turbulence, Transition to turbulence, Uncertainty quantification in PDEs, Spatio-temporal impulse responses} 
    }
    


  2. S. Hassan-Moghaddam and M. R. Jovanovic. Topology design for stochastically-forced consensus networks. IEEE Trans. Control Netw. Syst., 5(3):1075-1086, 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. Hassan-Moghaddam and M. R. Jovanovi\'c},
    TITLE = {Topology design for stochastically-forced consensus networks},
    JOURNAL = {IEEE Trans. Control Netw. Syst.},
    VOLUME = {5},
    NUMBER = {3},
    PAGES = {1075-1086},
    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://viterbi-web.usc.edu/~mihailo/papers/mogjovTCNS18.pdf} 
    }
    


  3. 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, Base-flow 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, Base-flow sensitivity, Compressible flows, Direct numerical simulations, Global stability analysis, Flow modeling and control, Hypersonic flows, Transition to turbulence},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/hildwinicjovcanPRF18.pdf} 
    }
    


Conference articles
  1. D. Ding, B. Hu, N. K. Dhingra, and M. R. Jovanovic. An exponentially convergent primal-dual algorithm for nonsmooth composite minimization. In Proceedings of the 57th IEEE Conference on Decision and Control, Miami, FL, pages 4927-4932, 2018. Keyword(s): Control for optimization, Convex optimization, Euler discretization, Exponential convergence, Global exponential stability, Integral quadratic constraints, Proximal augmented Lagrangian, Non-smooth optimization, Primal-dual 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 primal-dual algorithm for nonsmooth composite minimization},
    BOOKTITLE = {Proceedings of the 57th IEEE Conference on Decision and Control},
    YEAR = {2018},
    ADDRESS = {Miami, FL},
    PAGES = {4927-4932},
    PDF = {https://viterbi-web.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, Non-smooth optimization, Primal-dual gradient flow dynamics, Proximal algorithms, Regularization} 
    }
    


  2. D. Ding and M. R. Jovanovic. A primal-dual Laplacian gradient flow dynamics for distributed resource allocation problems. In Proceedings of the 2018 American Control Conference, Milwaukee, WI, pages 5316-5320, 2018. Keyword(s): Primal-dual 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 primal-dual {L}aplacian gradient flow dynamics for distributed resource allocation problems},
    YEAR = {2018},
    ADDRESS = {Milwaukee, WI},
    PAGES = {5316-5320},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/dinjovACC18.pdf},
    KEYWORDS = {Primal-dual gradient flow dynamics, Proximal augmented Lagrangian, Distributed resource allocation, Economic dispatch} 
    }
    


  3. A. Dwivedi, G. S. Sidharth, G. V. Candler, J. W. Nichols, and M. R. Jovanovic. Input-output 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, Input-Output 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 = {Input-output analysis of shock boundary layer interaction},
    YEAR = {2018},
    ADDRESS = {Atlanta, GA},
    PAGES = {3220 (17 pages)},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/dwisidcannicjovAIAA18.pdf},
    KEYWORDS = {Compressible flows, Input-Output analysis, Shock Boundary layer interaction, Hypersonic flows} 
    }
    


  4. G. Hariharan, M. R. Jovanovic, and S. Kumar. Spatio-temporal impulse responses in channel flow of viscoelastic fluids. In Proceedings of the 2018 American Control Conference, Milwaukee, WI, pages 2857-2862, 2018. Keyword(s): Flow modeling and control, Viscoelastic fluids, Input-output analysis, Elastic turbulence, Transition to turbulence, Uncertainty quantification in PDEs, Spatio-temporal impulse responses.
    @INPROCEEDINGS{harjovkumACC18,
    AUTHOR = {G. Hariharan and M. R. Jovanovi\'c and S. Kumar},
    BOOKTITLE = {Proceedings of the 2018 American Control Conference},
    TITLE = {Spatio-temporal impulse responses in channel flow of viscoelastic fluids},
    YEAR = {2018},
    ADDRESS = {Milwaukee, WI},
    PAGES = {2857-2862},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/harjovkumACC18.pdf},
    KEYWORDS = {Flow modeling and control, Viscoelastic fluids, Input-output analysis, Elastic turbulence, Transition to turbulence, Uncertainty quantification in PDEs, Spatio-temporal impulse responses} 
    }
    


  5. S. Hassan-Moghaddam and M. R. Jovanovic. Distributed proximal augmented Lagrangian method for nonsmooth composite optimization. In Proceedings of the 2018 American Control Conference, Milwaukee, WI, pages 2047-2052, 2018. Keyword(s): Consensus, Distributed Optimization, Non-smooth optimization, Primal-dual gradient flow dynamics, Proximal augmented Lagrangian.
    @INPROCEEDINGS{mogjovACC18,
    AUTHOR = {S. Hassan-Moghaddam 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 = {2047-2052},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovACC18.pdf},
    KEYWORDS = {Consensus, Distributed Optimization, Non-smooth optimization, Primal-dual gradient flow dynamics, Proximal augmented Lagrangian} 
    }
    


  6. S. Hassan-Moghaddam 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 4246-4251, 2018. Note: (Invited paper). Keyword(s): Control for optimization, Distributed optimization, Forward-backward envelope, Exponential convergence, Global exponential stability, Gradient flow dynamics, Large-scale systems, Non-smooth optimization, Primal-dual method, Proximal algorithms, Proximal augmented Lagrangian.
    @INPROCEEDINGS{mogjovCDC18a,
    AUTHOR = {S. Hassan-Moghaddam 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 = {4246-4251},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovCDC18a.pdf},
    KEYWORDS = {Control for optimization, Distributed optimization, Forward-backward envelope, Exponential convergence, Global exponential stability, Gradient flow dynamics, Large-scale systems, Non-smooth optimization, Primal-dual method, Proximal algorithms, Proximal augmented Lagrangian} 
    }
    


  7. S. Hassan-Moghaddam and M. R. Jovanovic. Topology identification via growing a Chow-Liu tree network. In Proceedings of the 57th IEEE Conference on Decision and Control, Miami, FL, pages 5421-5426, 2018. Keyword(s): Chow-Liu tree, Consensus, Convex optimization, Graphical LASSO, Sparse graphs, Topology identification, Maximum likelihood, Sparse inverse covariance estimation.
    @INPROCEEDINGS{mogjovCDC18b,
    AUTHOR = {S. Hassan-Moghaddam 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 = {5421-5426},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovCDC18b.pdf},
    KEYWORDS = {Chow-Liu tree, Consensus, Convex optimization, Graphical LASSO, Sparse graphs, Topology identification, Maximum likelihood, Sparse inverse covariance estimation} 
    }
    


  8. 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://viterbi-web.usc.edu/~mihailo/papers/hilniccanjovAIAA18.pdf},
    KEYWORDS = {Adjoints, Compressible flows, Global stability analysis, Hypersonic flows, Transient growth} 
    }
    


  9. H. Mohammadi, M. Razaviyayn, and M. R. Jovanovic. On the stability of gradient flow dynamics for a rank-one matrix approximation problem. In Proceedings of the 2018 American Control Conference, Milwaukee, WI, pages 4533-4538, 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 rank-one matrix approximation problem},
    YEAR = {2018},
    ADDRESS = {Milwaukee, WI},
    PAGES = {4533-4538},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/mohrazjovACC18.pdf},
    KEYWORDS = {Nonconvex optimization, Stability of nonlinear systems, Matrix approximation, Gradient flow dynamics} 
    }
    


  10. H. Mohammadi, M. Razaviyayn, and M. R. Jovanovic. Variance amplification of accelerated first-order algorithms for strongly convex quadratic optimization problems. In Proceedings of the 57th IEEE Conference on Decision and Control, Miami, FL, pages 5753-5758, 2018. Keyword(s): Accelerated optimization algorithms, Control for optimization, Input-output analysis, Large-scale networks, Fundamental limitations, Robustness, Variance amplifications.
    @INPROCEEDINGS{mohrazjovCDC18,
    AUTHOR = {H. Mohammadi and M. Razaviyayn and M. R. Jovanovi\'c},
    TITLE = {Variance amplification of accelerated first-order algorithms for strongly convex quadratic optimization problems},
    BOOKTITLE = {Proceedings of the 57th IEEE Conference on Decision and Control},
    YEAR = {2018},
    ADDRESS = {Miami, FL},
    PAGES = {5753-5758},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/mohrazjovCDC18.pdf},
    KEYWORDS = {Accelerated optimization algorithms, Control for optimization, Input-output analysis, Large-scale networks, Fundamental limitations, Robustness, Variance amplifications} 
    }
    


  11. W. Ran, A. Zare, M. J. P. Hack, and M. R. Jovanovic. Low-complexity modeling of mode interactions in boundary layer flows. In Proceedings of the 2018 American Control Conference, Milwaukee, WI, pages 134-139, 2018. Note: (Invited paper). Keyword(s): Boundary layers, Control-oriented modeling, Distributed systems, Floquet theory, Parabolized stability equations, Spatially-periodic systems, Transition to turbulence.
    @INPROCEEDINGS{ranzarhacjovACC18,
    AUTHOR = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanovi\'c},
    TITLE = {Low-complexity modeling of mode interactions in boundary layer flows},
    BOOKTITLE = {Proceedings of the 2018 American Control Conference},
    ADDRESS = {Milwaukee, WI},
    YEAR = {2018},
    PAGES = {134-139},
    NOTE = {(Invited paper)},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovACC18.pdf},
    KEYWORDS = {Boundary layers, Control-oriented modeling, Distributed systems, Floquet theory, Parabolized stability equations, Spatially-periodic systems, Transition to turbulence} 
    }
    


  12. 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 6514-6519, 2018. Keyword(s): Convex optimization, Proximal algorithms, Sensor selection, Semidefinite programming, Sparsity-promoting estimation and control, Quasi-Newton 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 = {6514-6519},
    PDF = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovCDC18.pdf},
    KEYWORDS = {Convex optimization, Proximal algorithms, Sensor selection, Semidefinite programming, Sparsity-promoting estimation and control, Quasi-Newton methods} 
    }
    



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Last modified: Fri Nov 5 14:30:02 2021
Author: mihailo.


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