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M. Deville, L. Kleiser and F. Montigny‐Rannou, Pressure and time treatment for Chebyshev spectral solution of a Stokes problem, Int. J. Numer. Methods Fluids, 1984, Vol. 4, pp. 1149-1163
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publisher = {APS},
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author = {Wang, Qian and Zhang, Xianyi and Zhang, Yunquan and Yi, Qing},
title = {AUGEM: Automatically generate high performance dense linear algebra kernels on x86 CPUs},
booktitle = {2013 International Conference for High Performance Computing, Networking, Storage and Analysis (SC'13)},
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publisher = {ACM},
year = {2000},
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publisher = {Springer},
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T. A. Zang, On the rotation and skew-symmetric forms for incompressible flow simulations, App. Numer. Math., 1991, Vol. 7, pp. 27-40
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year = {1991},
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author = {Zhou, Kemin and Doyle, John C. and Glover, Keith},
title = {Robust and optimal control},
publisher = {Prentice Hall},
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B. Ziaie, A. Baldi, M. Lei, Y. Gu and R. A. Siegel, Hard and soft micromachining for BioMEMS: Review of techniques and examples of applications in microfluidics and drug delivery, Adv. Drug Deliv. Rev., 2004, Vol. 56, pp. 145-172
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@article{Ziaie2004145,
author = {Babak Ziaie and Antonio Baldi and Ming Lei and Yuandong Gu and Ronald A Siegel},
title = {Hard and soft micromachining for BioMEMS: Review of techniques and examples of applications in microfluidics and drug delivery},
journal = {Adv. Drug Deliv. Rev.},
year = {2004},
volume = {56},
pages = {145-172},
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J. Annoni, P. Seiler and M. R. Jovanovi'c, Sparsity-promoting dynamic mode decomposition for systems with inputs, In Proceedings of the 55th IEEE Conference on Decision and Control, 2016, pp. 6506-6511
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@inproceedings{annseijovCDC16,
author = {J. Annoni and P. Seiler and M. R. Jovanović},
title = {Sparsity-promoting dynamic mode decomposition for systems with inputs},
booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control},
year = {2016},
pages = {6506-6511},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/annseijovCDC16.pdf}
}


A. Dwivedi, Global input-output analysis of flow instabilities in high-speed compressible flows, University of Minnesota, 2020
[BibTeX] [PDF]

@phdthesis{anubhav-phd20,
author = {A. Dwivedi},
title = {Global input-output analysis of flow instabilities in high-speed compressible flows},
school = {University of Minnesota},
year = {2020},
pdf = {https://viterbi-web.usc.edu/~mihailo/theses/AnubhavDwivedi-PhD.pdf}
}


A. Zare, Low-complexity stochastic modeling of wall-bounded shear flows, University of Minnesota, 2016
[BibTeX] [PDF]

@phdthesis{armin-phd16,
author = {A. Zare},
title = {Low-complexity stochastic modeling of wall-bounded shear flows},
school = {University of Minnesota},
year = {2016},
pdf = {https://viterbi-web.usc.edu/~mihailo/theses/ArminZare-PhD.pdf}
}


B. Bamieh, M. R. Jovanovi'c, P. Mitra and S. Patterson, Effect of topological dimension on rigidity of vehicle formations: fundamental limitations of local feedback, In Proceedings of the 47th IEEE Conference on Decision and Control, 2008, pp. 369-374
[BibTeX]

@inproceedings{bamjovmitCDC08,
author = {B. Bamieh and M. R. Jovanović and P. Mitra and S. Patterson},
title = {Effect of topological dimension on rigidity of vehicle formations: fundamental limitations of local feedback},
booktitle = {Proceedings of the 47th IEEE Conference on Decision and Control},
year = {2008},
pages = {369-374}
}


B. Bamieh, M. R. Jovanovi'c, P. Mitra and S. Patterson, Coherence in large-scale networks: dimension dependent limitations of local feedback, IEEE Trans. Automat. Control, September, 2012, Vol. 57 (9), pp. 2235-2249
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@article{bamjovmitpat12,
author = {B. Bamieh and M. R. Jovanović and P. Mitra and S. Patterson},
title = {Coherence in large-scale networks: dimension dependent limitations of local feedback},
journal = {IEEE Trans. Automat. Control},
year = {2012},
volume = {57},
number = {9},
pages = {2235-2249},
note = {(2013 George S.\ Axelby Outstanding Paper Award)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/bamjovmitpatTAC12.pdf}
}


B. K. Lieu, Dynamics and control of Newtonian and viscoelastic fluids, University of Minnesota, 2014
[BibTeX] [PDF]

@phdthesis{binh-phd14,
author = {B. K. Lieu},
title = {Dynamics and control of Newtonian and viscoelastic fluids},
school = {University of Minnesota},
year = {2014},
pdf = {https://viterbi-web.usc.edu/~mihailo/theses/BinhLieu-PhD.pdf}
}


N. A. Cebasek and M. R. Jovanovi'c, PWM control of hydraulic cylinder and axial piston hydraulic motor, In Proceedings of the 5th Triennial International Symposium on Fluid Control, Measurement and Visualization, September, 1997, Vol. 1, pp. 361-366
[BibTeX]

@inproceedings{cebjov97,
author = {N. A. Cebasek and M. R. Jovanović},
title = {PWM control of hydraulic cylinder and axial piston hydraulic motor},
booktitle = {Proceedings of the 5th Triennial International Symposium on Fluid Control, Measurement and Visualization},
year = {1997},
volume = {1},
pages = {361-366}
}


Y. Chen, M. R. Jovanovi'c and T. T. Georgiou, State covariances and the matrix completion problem, In Proceedings of the 52nd IEEE Conference on Decision and Control, 2013, pp. 1702-1707
[BibTeX]

@inproceedings{chejovgeoCDC13,
author = {Y. Chen and M. R. Jovanović and T. T. Georgiou},
title = {State covariances and the matrix completion problem},
booktitle = {Proceedings of the 52nd IEEE Conference on Decision and Control},
year = {2013},
pages = {1702-1707}
}


M. Colombino, N. K. Dhingra, M. R. Jovanovi'c, A. Rantzer and R. S. Smith, On the optimal control problem for a class of monotone bilinear systems, In Proceedings of the 22nd International Symposium on Mathematical Theory of Network and Systems, 2016, pp. 411-413
[BibTeX] [PDF]

@inproceedings{coldhijovransmiMTNS16,
author = {M. Colombino and N. K. Dhingra and M. R. Jovanović and A. Rantzer and R. S. Smith},
title = {On the optimal control problem for a class of monotone bilinear systems},
booktitle = {Proceedings of the 22nd International Symposium on Mathematical Theory of Network and Systems},
year = {2016},
pages = {411-413},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/coldhijovransmiMTNS16.pdf}
}


M. Colombino, N. Dhingra, M. R. Jovanovi'c and R. S. Smith, Convex reformulation of a robust optimal control problem for a class of positive systems, In Proceedings of the 55th IEEE Conference on Decision and Control, 2016, pp. 5263-5268
[BibTeX] [PDF]

@inproceedings{coldhijovsmiCDC16,
author = {M. Colombino and N.K. Dhingra and M. R. Jovanović and R. S. Smith},
title = {Convex reformulation of a robust optimal control problem for a class of positive systems},
booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control},
year = {2016},
pages = {5263-5268},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/coldhijovsmiCDC16.pdf}
}


J. Cortes, M. Egerstedt and M. R. Jovanovi'c, The inaugural CDC soccer cup, IEEE Control Syst. Mag., June, 2019, Vol. 39 (3), pp. 17-39
[BibTeX] [PDF]

@article{coregejovCSM19,
author = {J. Cortes and M. Egerstedt and M. R. Jovanović},
title = {The inaugural CDC soccer cup},
journal = {IEEE Control Syst. Mag.},
year = {2019},
volume = {39},
number = {3},
pages = {17-39},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/coregejovCSM19.pdf}
}


D. Debeljkovi'c and M. R. Jovanovi'c, Time continuous control design for linear singular systems on finite time interval, In Proceedings of the 40th ETRAN Conference, June, 1996, Vol. 1, pp. 454-457
[BibTeX]

@inproceedings{debjov96,
author = {D. Debeljković and M. R. Jovanović},
title = {Time continuous control design for linear singular systems on finite time interval},
booktitle = {Proceedings of the 40th ETRAN Conference},
year = {1996},
volume = {1},
pages = {454-457}
}


D. Debeljkovi'c and M. R. Jovanovi'c, Non-Lyapunov stability consideration of linear descriptor systems operating under perturbing forces, Advances in Modeling and Analysis, 1997, Vol. 49 (1-2), pp. 1-8
[BibTeX]

@article{debjov97,
author = {D. Debeljković and M. R. Jovanović},
title = {Non-Lyapunov stability consideration of linear descriptor systems operating under perturbing forces},
journal = {Advances in Modeling and Analysis},
year = {1997},
volume = {49},
number = {1-2},
pages = {1-8}
}


D. Deka, A. Zare, A. Lokhov, M. R. Jovanovi'c 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, 2017
[BibTeX] [PDF]

@inproceedings{dekzarlokjovcheGSIP17,
author = {D. Deka and A. Zare and A. Lokhov and M. R. Jovanović and M. Chertkov},
title = {State and noise covariance estimation in power grids using limited nodal PMUs},
booktitle = {Proceedings of the 5th IEEE Global Conference on Signal and Information Processing},
year = {2017},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dekzarlokjovcheGSIP17.pdf}
}


N. K. Dhingra, M. Colombino and M. R. Jovanovi'c, Leader selection in directed networks, In Proceedings of the 55th IEEE Conference on Decision and Control, 2016, pp. 2715-2720
[BibTeX] [PDF]

@inproceedings{dhicoljovCDC16,
author = {N. K. Dhingra and M. Colombino and M. R. Jovanović},
title = {Leader selection in directed networks},
booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control},
year = {2016},
pages = {2715-2720},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhicoljovCDC16.pdf}
}


N. K. Dhingra, M. Colombino and M. R. Jovanovi'c, On the convexity of a class of structured optimal control problems for positive systems, In Proceedings of the 2016 European Control Conference, 2016, pp. 825-830
[BibTeX] [PDF]

@inproceedings{dhicoljovECC16,
author = {N. K. Dhingra and M. Colombino and M. R. Jovanović},
title = {On the convexity of a class of structured optimal control problems for positive systems},
booktitle = {Proceedings of the 2016 European Control Conference},
year = {2016},
pages = {825-830},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhicoljovECC16.pdf}
}


N. K. Dhingra, M. Colombino, M. R. Jovanovi'c, A. Rantzer and R. S. Smith, On the optimal control problem for a class of monotone bilinear systems, Syst. Control Lett., 2016
[BibTeX] [PDF]

@article{dhicoljovransmiSCL16,
author = {N. K. Dhingra and M. Colombino and M. R. Jovanović and A. Rantzer and R. S. Smith},
title = {On the optimal control problem for a class of monotone bilinear systems},
journal = {Syst. Control Lett.},
year = {2016},
note = {submitted; also arXiv:1611.09984},
pdf = {https://arxiv.org/abs/1611.09984}
}


N. K. Dhingra, M. Colombino and M. R. Jovanovi'c, Structured decentralized control of positive systems with applications to combination drug therapy and leader selection in directed networks, IEEE Trans. Control Netw. Syst., March, 2019, Vol. 6 (1), pp. 352-362
[BibTeX] [PDF]

@article{dhicoljovTCNS19,
author = {N. K. Dhingra and M. Colombino and M. R. Jovanović},
title = {Structured decentralized control of positive systems with applications to combination drug therapy and leader selection in directed networks},
journal = {IEEE Trans. Control Netw. Syst.},
year = {2019},
volume = {6},
number = {1},
pages = {352-362},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhicoljovTCNS19.pdf}
}


N. K. Dhingra and M. R. Jovanovi'c, Convex synthesis of symmetric modifications to linear systems, In Proceedings of the 2015 American Control Conference, 2015, pp. 3583-3588
[BibTeX] [PDF]

@inproceedings{dhijovACC15,
author = {N. K. Dhingra and M. R. Jovanović},
title = {Convex synthesis of symmetric modifications to linear systems},
booktitle = {Proceedings of the 2015 American Control Conference},
year = {2015},
pages = {3583-3588},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhijovACC15.pdf}
}


N. K. Dhingra and M. R. Jovanovi'c, A method of multipliers algorithm for sparsity-promoting optimal control, In Proceedings of the 2016 American Control Conference, 2016, pp. 1942-1947
[BibTeX] [PDF]

@inproceedings{dhijovACC16,
author = {N. K. Dhingra and M. R. Jovanović},
title = {A method of multipliers algorithm for sparsity-promoting optimal control},
booktitle = {Proceedings of the 2016 American Control Conference},
year = {2016},
pages = {1942-1947},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhijovACC16.pdf}
}


N. K. Dhingra, M. R. Jovanovi'c and Z. Q. Luo, Optimal sensor and actuator selection for large-scale dynamical systems, In Proceedings of the 2015 Asilomar Conference on Signals, Systems, and Computers, 2015
[BibTeX]

@inproceedings{dhijovluoASI15,
author = {N. K. Dhingra and M. R. Jovanović and Z. Q. Luo},
title = {Optimal sensor and actuator selection for large-scale dynamical systems},
booktitle = {Proceedings of the 2015 Asilomar Conference on Signals, Systems, and Computers},
year = {2015},
note = {to appear}
}


N. K. Dhingra, M. R. Jovanovi'c and Z. Q. Luo, An ADMM algorithm for optimal sensor and actuator selection, In Proceedings of the 53rd IEEE Conference on Decision and Control, 2014, pp. 4039-4044
[BibTeX] [PDF]

@inproceedings{dhijovluoCDC14,
author = {N. K. Dhingra and M. R. Jovanović 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},
year = {2014},
pages = {4039-4044},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhijovluoCDC14.pdf}
}


N. K. Dhingra, S. Z. Khong and M. R. Jovanovi'c, A second order primal-dual algorithm for non-smooth convex composite optimization, In Proceedings of the 56th IEEE Conference on Decision and Control, 2017, pp. 2868-2873
[BibTeX] [PDF]

@inproceedings{dhikhojovCDC17,
author = {N. K. Dhingra and S. Z. Khong and M. R. Jovanović},
title = {A second order primal-dual algorithm for non-smooth convex composite optimization},
booktitle = {Proceedings of the 56th IEEE Conference on Decision and Control},
year = {2017},
pages = {2868-2873},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhikhojovCDC17.pdf}
}


N. K. Dhingra, S. Z. Khong and M. R. Jovanovi'c, A second order primal-dual method for nonsmooth convex composite optimization, IEEE Trans. Automat. Control, 2017
[BibTeX] [PDF]

@article{dhikhojovTAC17,
author = {N. K. Dhingra and S. Z. Khong and M. R. Jovanović},
title = {A second order primal-dual method for nonsmooth convex composite optimization},
journal = {IEEE Trans. Automat. Control},
year = {2017},
note = {conditionally accepted; also arXiv:1709.01610},
pdf = {https://arxiv.org/abs/1709.01610}
}


N. K. Dhingra, S. Z. Khong and M. R. Jovanovi'c, The proximal augmented Lagrangian method for nonsmooth composite optimization, IEEE Trans. Automat. Control, July, 2019, Vol. 64 (7), pp. 2861-2868
[BibTeX] [PDF]

@article{dhikhojovTAC19,
author = {N. K. Dhingra and S. Z. Khong and M. R. Jovanović},
title = {The proximal augmented Lagrangian method for nonsmooth composite optimization},
journal = {IEEE Trans. Automat. Control},
year = {2019},
volume = {64},
number = {7},
pages = {2861-2868},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhikhojovTAC19.pdf}
}


N. K. Dhingra, F. Lin, M. Fardad and M. R. Jovanovi'c, On identifying sparse representations of consensus networks, In Preprints of the 3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2012, pp. 305-310
[BibTeX] [PDF]

@inproceedings{dhilinfarjovIFAC12,
author = {N. K. Dhingra and F. Lin and M. Fardad and M. R. Jovanović},
title = {On identifying sparse representations of consensus networks},
booktitle = {Preprints of the 3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems},
year = {2012},
pages = {305-310},
}


N. K. Dhingra, X. Wu and M. R. Jovanovi'c, Sparsity-promoting optimal control of systems with invariances and symmetries, In Proceedings of the 10th IFAC Symposium on Nonlinear Control Systems, 2016, pp. 648-653
[BibTeX]

@inproceedings{dhiwujovNOL16,
author = {N. K. Dhingra and X. Wu and M. R. Jovanović},
title = {Sparsity-promoting optimal control of systems with invariances and symmetries},
booktitle = {Proceedings of the 10th IFAC Symposium on Nonlinear Control Systems},
year = {2016},
pages = {648-653}
}


D. Ding, B. Hu, N. K. Dhingra and M. R. Jovanovi'c, An exponentially convergent primal-dual algorithm for nonsmooth composite minimization, In Proceedings of the 57th IEEE Conference on Decision and Control, 2018, pp. 4927-4932
[BibTeX] [PDF]

@inproceedings{dinhudhijovCDC18,
author = {D. Ding and B. Hu and N. K. Dhingra and M. R. Jovanović},
title = {An exponentially convergent primal-dual algorithm for nonsmooth composite minimization},
booktitle = {Proceedings of the 57th IEEE Conference on Decision and Control},
year = {2018},
pages = {4927-4932},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinhudhijovCDC18.pdf}
}


D. Ding and M. R. Jovanovi'c, A primal-dual Laplacian gradient flow dynamics for distributed resource allocation problems, In Proceedings of the 2018 American Control Conference, 2018, pp. 5316-5320
[BibTeX] [PDF]

@inproceedings{dinjovACC18,
author = {D. Ding and M. R. Jovanović},
title = {A primal-dual Laplacian gradient flow dynamics for distributed resource allocation problems},
booktitle = {Proceedings of the 2018 American Control Conference},
year = {2018},
pages = {5316-5320},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinjovACC18.pdf}
}


D. Ding and M. R. Jovanovi'c, Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian, In Proceedings of the 2019 American Control Conference, 2019, pp. 3414-3419
[BibTeX] [PDF]

@inproceedings{dinjovACC19,
author = {D. Ding and M. R. Jovanović},
title = {Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian},
booktitle = {Proceedings of the 2019 American Control Conference},
year = {2019},
pages = {3414-3419},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinjovACC19.pdf}
}


D. Ding and M. R. Jovanovi'c, Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian: A Lyapunov-based approach, In Proceedings of the 59th IEEE Conference on Decision and Control, 2020, pp. 4836-4841
[BibTeX] [PDF]

@inproceedings{dinjovCDC20,
author = {D. Ding and M. R. Jovanović},
title = {Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian: A Lyapunov-based approach},
booktitle = {Proceedings of the 59th IEEE Conference on Decision and Control},
year = {2020},
pages = {4836-4841},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinjovCDC20.pdf}
}


D. Ding and M. R. Jovanovi'c, Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian: A Lyapunov-based approach, IEEE Control Syst. Lett., 2019
[BibTeX] [PDF]

@article{dinjovLCSS19,
author = {D. Ding and M. R. Jovanović},
title = {Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian: A Lyapunov-based approach},
journal = {IEEE Control Syst. Lett.},
year = {2019},
note = {submitted; also arXiv:1910.00783},
pdf = {https://arxiv.org/abs/1910.00783}
}


D. Ding, X. Wei and M. R. Jovanovi'c, Distributed robust statistical learning: Byzantine mirror descent, In Proceedings of the 58th IEEE Conference on Decision and Control, 2019, pp. 1822-1827
[BibTeX] [PDF]

@inproceedings{dinweijovCDC19,
author = {D. Ding and X. Wei and M. R. Jovanović},
title = {Distributed robust statistical learning: Byzantine mirror descent},
booktitle = {Proceedings of the 58th IEEE Conference on Decision and Control},
year = {2019},
pages = {1822-1827},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinweijovCDC19.pdf}
}


D. Ding, X. Wei, Z. Yang, Z. Wang and M. R. Jovanovi'c, Provably efficient safe exploration via primal-dual policy optimization, In 24th International Conference on Artificial Intelligence and Statistics, 2021
[BibTeX]

@inproceedings{dinweiyanwanjovAISTATS21,
author = {D. Ding and X. Wei and Z. Yang and Z. Wang and M. R. Jovanović},
title = {Provably efficient safe exploration via primal-dual policy optimization},
booktitle = {24th International Conference on Artificial Intelligence and Statistics},
year = {2021},
note = {to appear}
}


D. Ding, X. Wei, Z. Yang, Z. Wang and M. R. Jovanovi'c, Provably efficient safe exploration via primal-dual policy optimization, In 37th International Conference on Machine Learning, 2020
[BibTeX]

@inproceedings{dinweiyanwanjovICML20,
author = {D. Ding and X. Wei and Z. Yang and Z. Wang and M. R. Jovanović},
title = {Provably efficient safe exploration via primal-dual policy optimization},
booktitle = {37th International Conference on Machine Learning},
year = {2020}
}


D. Ding, X. Wei, Z. Yang, Z. Wang and M. R. Jovanovi'c, Fast multi-agent temporal-difference learning via homotopy stochastic primal-dual method, In Optimization Foundations for Reinforcement Learning Workshop, 33rd Conference on Neural Information Processing Systems, 2019
[BibTeX] [PDF]

@inproceedings{dinweiyanwanjovNIPS19,
author = {D. Ding and X. Wei and Z. Yang and Z. Wang and M. R. Jovanović},
title = {Fast multi-agent temporal-difference learning via homotopy stochastic primal-dual method},
booktitle = {Optimization Foundations for Reinforcement Learning Workshop, 33rd Conference on Neural Information Processing Systems},
year = {2019},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinweiyanwanjovNIPS19.pdf}
}


D. Ding, X. Wei, Z. Yang, Z. Wang and M. R. Jovanovi'c, Fast multi-agent temporal-difference learning via homotopy stochastic primal-dual optimization, IEEE Trans. Automat. Control, 2020
[BibTeX] [PDF]

@article{dinweiyanwanjovTAC20,
author = {D. Ding and X. Wei and Z. Yang and Z. Wang and M. R. Jovanović},
title = {Fast multi-agent temporal-difference learning via homotopy stochastic primal-dual optimization},
journal = {IEEE Trans. Automat. Control},
year = {2020},
note = {submitted; also arXiv:1908.02805},
pdf = {https://arxiv.org/abs/1908.02805}
}


D. Ding, X. Wei, H. Yu and M. R. Jovanovi'c, Byzantine-resilient distributed learning under constraints, In Proceedings of the 2021 American Control Conference, 2021
[BibTeX]

@inproceedings{dinweiyujovACC21,
author = {D. Ding and X. Wei and H. Yu and M. R. Jovanović},
title = {Byzantine-resilient distributed learning under constraints},
booktitle = {Proceedings of the 2021 American Control Conference},
year = {2021},
note = {to appear}
}


D. Ding, J. Yuan and M. R. Jovanovi'c, Discounted online Newton method for time-varying time series prediction, In Proceedings of the 2021 American Control Conference, 2021
[BibTeX]

@inproceedings{dinyuajovACC21,
author = {D. Ding and J. Yuan and M. R. Jovanović},
title = {Discounted online Newton method for time-varying time series prediction},
booktitle = {Proceedings of the 2021 American Control Conference},
year = {2021},
note = {to appear}
}


D. Ding, K. Zhang, T. Bac{s}ar and M. R. Jovanovi'c, Natural policy gradient primal-dual method for constrained Markov decision processes, In Proceedings of the 34th Conference on Neural Information Processing Systems, 2020, Vol. 33
[BibTeX] [PDF]

@inproceedings{dinzhabasjovNIPS20,
author = {D. Ding and K. Zhang and T. Başar and M. R. Jovanović},
title = {Natural policy gradient primal-dual method for constrained Markov decision processes},
booktitle = {Proceedings of the 34th Conference on Neural Information Processing Systems},
year = {2020},
volume = {33},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinzhabasjovNIPS20.pdf}
}


F. D"orfler, M. R. Jovanovi'c, M. Chertkov and F. Bullo, Sparse and optimal wide-area damping control in power networks, In Proceedings of the 2013 American Control Conference, 2013, pp. 4295-4300
[BibTeX] [PDF]

@inproceedings{dorjovchebulACC13,
author = {F. Dörfler and M. R. Jovanović and M. Chertkov and F. Bullo},
title = {Sparse and optimal wide-area damping control in power networks},
booktitle = {Proceedings of the 2013 American Control Conference},
year = {2013},
pages = {4295-4300},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dorjovchebulACC13.pdf}
}


F. D"orfler, M. R. Jovanovi'c, M. Chertkov and F. Bullo, Sparsity-promoting optimal wide-area control of power networks, IEEE Trans. Power Syst., September, 2014, Vol. 29 (5), pp. 2281-2291
[BibTeX] [PDF]

@article{dorjovchebulTPS14,
author = {F. Dörfler and M. R. Jovanović and M. Chertkov and F. Bullo},
title = {Sparsity-promoting optimal wide-area control of power networks},
journal = {IEEE Trans. Power Syst.},
year = {2014},
volume = {29},
number = {5},
pages = {2281-2291},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dorjovchebulTPS14.pdf}
}


A. Dwivedi, G. V. Candler and M. R. Jovanovi'c, A frequency domain analysis of compressible linearized Navier-Stokes equations in a hypersonic compression ramp flow, In Proceedings of the 2020 American Control Conference, 2020, pp. 4325-4330
[BibTeX] [PDF]

@inproceedings{dwicanjovACC20,
author = {A. Dwivedi and G. V. Candler and M. R. Jovanović},
title = {A frequency domain analysis of compressible linearized Navier-Stokes equations in a hypersonic compression ramp flow},
booktitle = {Proceedings of the 2020 American Control Conference},
year = {2020},
pages = {4325-4330},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwicanjovACC20.pdf}
}


A. Dwivedi, N. Hildebrand, J. W. Nichols, G. V. Candler and M. R. Jovanovi'c, Transient growth analysis of oblique shock waveboundary-layer interactions at Mach 5.92/, Phys. Rev. Fluids, June, 2020, Vol. 5 (6), pp. 063904 (20 pages)
[BibTeX] [PDF]

@article{dwihilniccanjovPRF20,
author = {A. Dwivedi and N. Hildebrand and J. W. Nichols and G. V. Candler and M. R. Jovanović},
title = {Transient growth analysis of oblique shock wave/boundary-layer interactions at Mach 5.92},
journal = {Phys. Rev. Fluids},
year = {2020},
volume = {5},
number = {6},
pages = {063904 (20 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwihilniccanjovPRF20.pdf}
}


A. Dwivedi, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler, Optimal spatial growth of streaks in oblique shockboundary layer interaction/, In Proceedings of the 47th AIAA Fluid Dynamics Conference, 2017, pp. 4163 (17 pages)
[BibTeX] [PDF]

@inproceedings{dwinicjovcanAIAA17,
author = {A. Dwivedi and J. W. Nichols and M. R. Jovanović and G. V. Candler},
title = {Optimal spatial growth of streaks in oblique shock/boundary layer interaction},
booktitle = {Proceedings of the 47th AIAA Fluid Dynamics Conference},
year = {2017},
pages = {4163 (17 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwinicjovcanAIAA17.pdf}
}


A. Dwivedi, G. S. Sidharth, G. V. Candler, J. W. Nichols and M. R. Jovanovi'c, Input-output analysis of shock boundary layer interaction, In Proceedings of the 48th AIAA Fluid Dynamics Conference, 2018, pp. 3220 (17 pages)
[BibTeX] [PDF]

@inproceedings{dwisidcannicjovAIAA18,
author = {A. Dwivedi and G. S. Sidharth and G. V. Candler and J. W. Nichols and M. R. Jovanović},
title = {Input-output analysis of shock boundary layer interaction},
booktitle = {Proceedings of the 48th AIAA Fluid Dynamics Conference},
year = {2018},
pages = {3220 (17 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwisidcannicjovAIAA18.pdf}
}


A. Dwivedi, G. S. Sidharth, J. W. Nichols, G. V. Candler and M. R. Jovanovi'c, Reattachment vortices in hypersonic compression ramp flow: an input-output analysis, J. Fluid Mech., December, 2019, Vol. 880, pp. 113-135
[BibTeX] [PDF]

@article{dwisidniccanjovJFM19,
author = {A. Dwivedi and G. S. Sidharth and J. W. Nichols and G. V. Candler and M. R. Jovanović},
title = {Reattachment vortices in hypersonic compression ramp flow: an input-output analysis},
journal = {J. Fluid Mech.},
year = {2019},
volume = {880},
pages = {113-135},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwisidniccanjovJFM19.pdf}
}


B. F. Farrell, D. F. Gayme, P. J. Ioannou, B. K. Lieu and M. R. Jovanovi'c, Dynamics of the roll and streak structure in transition and turbulence, In Proceedings of the 2012 Summer Program, 2012, pp. 43-54
[BibTeX]

@inproceedings{fargayioaliejovCTR12,
author = {B. F. Farrell and D. F. Gayme and P. J. Ioannou and B. K. Lieu and M. R. Jovanović},
title = {Dynamics of the roll and streak structure in transition and turbulence},
booktitle = {Proceedings of the 2012 Summer Program},
year = {2012},
pages = {43-54}
}


M. Fardad and M. R. Jovanovi'c, On the design of optimal structured and sparse feedback gains using semidefinite programming, In Proceedings of the 2014 American Control Conference, 2014, pp. 2438-2443
[BibTeX]

@inproceedings{farjovACC14,
author = {M. Fardad and M. R. Jovanović},
title = {On the design of optimal structured and sparse feedback gains using semidefinite programming},
booktitle = {Proceedings of the 2014 American Control Conference},
year = {2014},
pages = {2438-2443}
}


M. Fardad and M. R. Jovanovi'c, Design of optimal controllers for spatially invariant systems with finite communication speed, Automatica, May, 2011, Vol. 47 (5), pp. 880-889
[BibTeX] [PDF]

@article{farjovAUT11,
author = {M. Fardad and M. R. Jovanović},
title = {Design of optimal controllers for spatially invariant systems with finite communication speed},
journal = {Automatica},
year = {2011},
volume = {47},
number = {5},
pages = {880-889},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farjovAUT11.pdf}
}


M. Fardad, M. R. Jovanovi'c and B. Bamieh, Frequency analysis and norms of distributed spatially periodic systems, IEEE Trans. Automat. Control, November, 2008, Vol. 53 (10), pp. 2266-2279
[BibTeX] [PDF]

@article{farjovbam08,
author = {M. Fardad and M. R. Jovanović and B. Bamieh},
title = {Frequency analysis and norms of distributed spatially periodic systems},
journal = {IEEE Trans. Automat. Control},
year = {2008},
volume = {53},
number = {10},
pages = {2266-2279},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac08periodic.pdf}
}


M. Fardad and M. R. Jovanovi'c, On the state-space design of optimal controllers for distributed systems with finite communication speed, In Proceedings of the 47th IEEE Conference on Decision and Control, 2008, pp. 5488-5493
[BibTeX] [PDF]

@inproceedings{farjovCDC08,
author = {M. Fardad and M. R. Jovanović},
title = {On the state-space design of optimal controllers for distributed systems with finite communication speed},
booktitle = {Proceedings of the 47th IEEE Conference on Decision and Control},
year = {2008},
pages = {5488-5493},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farjovCDC08.pdf}
}


M. Fardad, M. R. Jovanovi'c and M. V. Salapaka, Damping mechanisms in dynamic mode atomic force microscopy applications, In Proceedings of the 2009 American Control Conference, 2009, pp. 2272-2277
[BibTeX]

@inproceedings{farjovsalACC09,
author = {M. Fardad and M. R. Jovanović and M. V. Salapaka},
title = {Damping mechanisms in dynamic mode atomic force microscopy applications},
booktitle = {Proceedings of the 2009 American Control Conference},
year = {2009},
pages = {2272-2277}
}


M. Fardad, F. Lin and M. R. Jovanovi'c, Sparsity-promoting optimal control for a class of distributed systems, In Proceedings of the 2011 American Control Conference, 2011, pp. 2050-2055
[BibTeX] [PDF]

@inproceedings{farlinjovACC11,
author = {M. Fardad and F. Lin and M. R. Jovanović},
title = {Sparsity-promoting optimal control for a class of distributed systems},
booktitle = {Proceedings of the 2011 American Control Conference},
year = {2011},
pages = {2050-2055},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farlinjovACC11.pdf}
}


M. Fardad, F. Lin and M. R. Jovanovi'c, On the optimal synchronization of oscillator networks via sparse interconnection graphs, In Proceedings of the 2012 American Control Conference, 2012, pp. 4777-4782
[BibTeX]

@inproceedings{farlinjovACC12,
author = {M. Fardad and F. Lin and M. R. Jovanović},
title = {On the optimal synchronization of oscillator networks via sparse interconnection graphs},
booktitle = {Proceedings of the 2012 American Control Conference},
year = {2012},
pages = {4777-4782}
}


M. Fardad, F. Lin and M. R. Jovanovi'c, On optimal link creation for facilitation of consensus in social networks, In Proceedings of the 2014 American Control Conference, 2014, pp. 3802-3807
[BibTeX]

@inproceedings{farlinjovACC14,
author = {M. Fardad and F. Lin and M. R. Jovanović},
title = {On optimal link creation for facilitation of consensus in social networks},
booktitle = {Proceedings of the 2014 American Control Conference},
year = {2014},
pages = {3802-3807}
}


M. Fardad, F. Lin and M. R. Jovanovi'c, On the optimal design of structured feedback gains for interconnected systems, In Proceedings of the 48th IEEE Conference on Decision and Control, 2009, pp. 978-983
[BibTeX]

@inproceedings{farlinjovCDC09,
author = {M. Fardad and F. Lin and M. R. Jovanović},
title = {On the optimal design of structured feedback gains for interconnected systems},
booktitle = {Proceedings of the 48th IEEE Conference on Decision and Control},
year = {2009},
pages = {978-983}
}


M. Fardad, F. Lin and M. R. Jovanovi'c, On the dual decomposition of linear quadratic optimal control problems for vehicular formations, In Proceedings of the 49th IEEE Conference on Decision and Control, 2010, pp. 6287-6292
[BibTeX]

@inproceedings{farlinjovCDC10,
author = {M. Fardad and F. Lin and M. R. Jovanović},
title = {On the dual decomposition of linear quadratic optimal control problems for vehicular formations},
booktitle = {Proceedings of the 49th IEEE Conference on Decision and Control},
year = {2010},
pages = {6287-6292}
}


M. Fardad, F. Lin and M. R. Jovanovi'c, Algorithms for leader selection in large dynamical networks: noise-free leaders, In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011, pp. 7188-7193
[BibTeX] [PDF]

@inproceedings{farlinjovCDC11,
author = {M. Fardad and F. Lin and M. R. Jovanović},
title = {Algorithms for leader selection in large dynamical networks: noise-free leaders},
booktitle = {Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference},
year = {2011},
pages = {7188-7193},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farlinjovCDC11.pdf}
}


M. Fardad, F. Lin and M. R. Jovanovi'c, Design of optimal sparse interconnection graphs for synchronization of oscillator networks, IEEE Trans. Automat. Control, September, 2014, Vol. 59 (9), pp. 2457-2462
[BibTeX] [PDF]

@article{farlinjovTAC14sync,
author = {M. Fardad and F. Lin and M. R. Jovanović},
title = {Design of optimal sparse interconnection graphs for synchronization of oscillator networks},
journal = {IEEE Trans. Automat. Control},
year = {2014},
volume = {59},
number = {9},
pages = {2457-2462},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farlinjovTAC14sync.pdf}
}


M. Fardad, F. Lin, X. Zhang and M. R. Jovanovi'c, On new characterizations of social influence in social networks, In Proceedings of the 2013 American Control Conference, 2013, pp. 4784-4789
[BibTeX]

@inproceedings{farlinzhajovACC13,
author = {M. Fardad and F. Lin and X. Zhang and M. R. Jovanović},
title = {On new characterizations of social influence in social networks},
booktitle = {Proceedings of the 2013 American Control Conference},
year = {2013},
pages = {4784-4789}
}


M. Fardad, X. Zhang, F. Lin and M. R. Jovanovi'c, On the optimal dissemination of information in social networks, In Proceedings of the 51th IEEE Conference on Decision and Control, 2012, pp. 2539-2544
[BibTeX] [PDF]

@inproceedings{farzhalinjovCDC12,
author = {M. Fardad and X. Zhang and F. Lin and M. R. Jovanović},
title = {On the optimal dissemination of information in social networks},
booktitle = {Proceedings of the 51th IEEE Conference on Decision and Control},
year = {2012},
pages = {2539-2544},
}


M. Fardad, X. Zhang, F. Lin and M. R. Jovanovi'c, On the properties of optimal weak links in consensus networks, In Proceedings of the 53rd IEEE Conference on Decision and Control, 2014, pp. 2124-2129
[BibTeX] [PDF]

@inproceedings{farzhalinjovCDC14,
author = {M. Fardad and X. Zhang and F. Lin and M. R. Jovanović},
title = {On the properties of optimal weak links in consensus networks},
booktitle = {Proceedings of the 53rd IEEE Conference on Decision and Control},
year = {2014},
pages = {2124-2129},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farzhalinjovCDC14.pdf}
}


F. Lin, Structure identification and optimal design of large-scale networks of dynamical systems, University of Minnesota, 2012
[BibTeX] [PDF]

@phdthesis{fu-phd12,
author = {F. Lin},
title = {Structure identification and optimal design of large-scale networks of dynamical systems},
school = {University of Minnesota},
year = {2012},
pdf = {https://viterbi-web.usc.edu/~mihailo/theses/FuLin-PhD.pdf}
}


G. Hariharan, Transition to elastic turbulence in channel flows, University of Minnesota, 2020
[BibTeX] [PDF]

@phdthesis{gokul-phd20,
author = {G. Hariharan},
title = {Transition to elastic turbulence in channel flows},
school = {University of Minnesota},
year = {2020},
pdf = {https://viterbi-web.usc.edu/~mihailo/theses/GokulHariharan-PhD.pdf}
}


C. Grussler, A. Zare, M. R. Jovanovi'c and A. Rantzer, The use of the r* heuristic in covariance completion problems, In Proceedings of the 55th IEEE Conference on Decision and Control, 2016, pp. 1978-1983
[BibTeX] [PDF]

@inproceedings{gruzarjovranCDC16,
author = {C. Grussler and A. Zare and M. R. Jovanović and A. Rantzer},
title = {The use of the r* heuristic in covariance completion problems},
booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control},
year = {2016},
pages = {1978-1983},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/gruzarjovranCDC16.pdf}
}


M. Chertkov, M. R. Jovanovi'c, 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., September, 2019, Vol. 6 (3), pp. 922-924
[BibTeX] [PDF]

@article{guestTCNS19,
author = {M. Chertkov and M. R. Jovanović and B. Lesieutre and S. Low and P. van Hentenryck and L. Wehenkel},
title = {Guest Editorial Special Issue on Analysis, Control, and Optimization of Energy Networks},
journal = {IEEE Trans. Control Netw. Syst.},
year = {2019},
volume = {6},
number = {3},
pages = {922-924},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/guestTCNS19.pdf}
}


G. Hariharan, M. R. Jovanovi'c and S. Kumar, Spatio-temporal impulse responses in channel flow of viscoelastic fluids, In Proceedings of the 2018 American Control Conference, 2018, pp. 2857-2862
[BibTeX] [PDF]

@inproceedings{harjovkumACC18,
author = {G. Hariharan and M. R. Jovanović and S. Kumar},
title = {Spatio-temporal impulse responses in channel flow of viscoelastic fluids},
booktitle = {Proceedings of the 2018 American Control Conference},
year = {2018},
pages = {2857-2862},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/harjovkumACC18.pdf}
}


G. Hariharan, M. R. Jovanovi'c and S. Kumar, Amplification of localized body forces in channel flows of viscoelastic fluids, J. Non-Newtonian Fluid Mech., October, 2018, Vol. 260, pp. 40-53
[BibTeX] [PDF]

@article{harjovkumJNNFM18,
author = {G. Hariharan and M. R. Jovanović and S. Kumar},
title = {Amplification of localized body forces in channel flows of viscoelastic fluids},
journal = {J. Non-Newtonian Fluid Mech.},
year = {2018},
volume = {260},
pages = {40-53},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/harjovkumJNNFM18.pdf}
}


G. Hariharan, M. R. Jovanovi'c and S. Kumar, Localized stress amplification in inertialess channel flows of viscoelastic fluids, J. Non-Newtonian Fluid Mech., 2021
[BibTeX] [DOI] [PDF]

@article{harjovkumJNNFM21,
author = {G. Hariharan and M. R. Jovanović and S. Kumar},
title = {Localized stress amplification in inertialess channel flows of viscoelastic fluids},
journal = {J. Non-Newtonian Fluid Mech.},
year = {2021},
note = {doi:10.1016/j.jnnfm.2021.104514},
doi = {https://doi.org/10.1016/j.jnnfm.2021.104514},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/harjovkumJNNFM21.pdf}
}


G. Hariharan, S. Kumar and M. R. Jovanovi'c, Well-conditioned ultraspherical and spectral integration methods for resolvent analysis of channel flows of Newtonian and viscoelastic fluids, J. Comput. Phys., 2021
[BibTeX] [DOI] [PDF]

@article{harkumjovJCP21,
author = {G. Hariharan and S. Kumar and M. R. Jovanović},
title = {Well-conditioned ultraspherical and spectral integration methods for resolvent analysis of channel flows of Newtonian and viscoelastic fluids},
journal = {J. Comput. Phys.},
year = {2021},
note = {doi:10.1016/j.jcp.2021.110241; also arXiv:2005.04493},
doi = {https://doi.org/10.1016/j.jcp.2021.110241},
pdf = {https://arxiv.org/abs/2005.04493}
}


N. Hildebrand, A. Dwivedi, J. W. Nichols, G. V. Candler and M. R. Jovanovi'c, Sensitivity analysis for the control of oblique shock wavelaminar boundary layer interactions at Mach 5.92/, In Proceedings of the 47th AIAA Fluid Dynamics Conference, 2017, pp. 4312 (14 pages)
[BibTeX] [PDF]

@inproceedings{hildwiniccanjovAIAA17,
author = {N. Hildebrand and A. Dwivedi and J. W. Nichols and G. V. Candler and M. R. Jovanović},
title = {Sensitivity analysis for the control of oblique shock wave/laminar boundary layer interactions at Mach 5.92},
booktitle = {Proceedings of the 47th AIAA Fluid Dynamics Conference},
year = {2017},
pages = {4312 (14 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/hildwiniccanjovAIAA17.pdf}
}


N. Hildebrand, A. Dwivedi, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler, Simulation and stability analysis of oblique shock waveboundary layer interactions at Mach 5.92/, Phys. Rev. Fluids, January, 2018, Vol. 3 (1), pp. 013906 (23 pages)
[BibTeX] [PDF]

@article{hildwinicjovcanPRF18,
author = {N. Hildebrand and A. Dwivedi and J. W. Nichols and M. R. Jovanović and G. V. Candler},
title = {Simulation and stability analysis of oblique shock wave/boundary layer interactions at Mach 5.92},
journal = {Phys. Rev. Fluids},
year = {2018},
volume = {3},
number = {1},
pages = {013906 (23 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/hildwinicjovcanPRF18.pdf}
}


N. Hildebrand, A. Dwivedi, G. S. Sidharth, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler, Instabilities in laminar shock boundary layer interactions, In Proceedings of the 2019 IUTAM Symposium on Laminar-Turbulent Transition, 2019
[BibTeX]

@inproceedings{hildwisidnicjovcanIUTAM19,
author = {N. Hildebrand and A. Dwivedi and G. S. Sidharth and J. W. Nichols and M. R. Jovanović and G. V. Candler},
title = {Instabilities in laminar shock boundary layer interactions},
booktitle = {Proceedings of the 2019 IUTAM Symposium on Laminar-Turbulent Transition},
year = {2019},
note = {to appear}
}


N. Hildebrand, J. W. Nichols, G. V. Candler and M. R. Jovanovi'c, Transient growth in oblique shock wavelaminar boundary layer interactions at Mach 5.92/, In Proceedings of the 48th AIAA Fluid Dynamics Conference, 2018, pp. 3221 (17 pages)
[BibTeX] [PDF]

@inproceedings{hilniccanjovAIAA18,
author = {N. Hildebrand and J. W. Nichols and G. V. Candler and M. R. Jovanović},
title = {Transient growth in oblique shock wave/laminar boundary layer interactions at Mach 5.92},
booktitle = {Proceedings of the 48th AIAA Fluid Dynamics Conference},
year = {2018},
pages = {3221 (17 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/hilniccanjovAIAA18.pdf}
}


N. Hoda, M. R. Jovanovi'c and S. Kumar, Input-output analysis of the 2D3C model in channel flows of viscoelastic fluids/, In Proceedings of the 47th IEEE Conference on Decision and Control, 2008, pp. 841-846
[BibTeX]

@inproceedings{hodjovkumCDC08,
author = {N. Hoda and M. R. Jovanović and S. Kumar},
title = {Input-output analysis of the 2D/3C model in channel flows of viscoelastic fluids},
booktitle = {Proceedings of the 47th IEEE Conference on Decision and Control},
year = {2008},
pages = {841-846},
note = {(Invited paper)}
}


N. Hoda, M. R. Jovanovi'c and S. Kumar, Energy amplification in channel flows of viscoelastic fluids, J. Fluid Mech., April, 2008, Vol. 601, pp. 407-424
[BibTeX] [PDF]

@article{hodjovkumJFM08,
author = {N. Hoda and M. R. Jovanović and S. Kumar},
title = {Energy amplification in channel flows of viscoelastic fluids},
journal = {J. Fluid Mech.},
year = {2008},
volume = {601},
pages = {407-424},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jfm08.pdf}
}


N. Hoda, M. R. Jovanovi'c and S. Kumar, Frequency responses of streamwise-constant perturbations in channel flows of Oldroyd-B fluids, J. Fluid Mech., April, 2009, Vol. 625, pp. 411-434
[BibTeX] [PDF]

@article{hodjovkumJFM09,
author = {N. Hoda and M. R. Jovanović and S. Kumar},
title = {Frequency responses of streamwise-constant perturbations in channel flows of Oldroyd-B fluids},
journal = {J. Fluid Mech.},
year = {2009},
volume = {625},
pages = {411-434},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jfm09.pdf}
}


J. Jeun, J. W. Nichols and M. R. Jovanovi'c, Input-output analysis of heated axisymmetric turbulent jets, In Proceedings of the 22nd AIAA/CEAS Aeroacoustics Conference, 2016, pp. 2934 (13 pages)
[BibTeX] [PDF]

@inproceedings{jeunicjovAIAA16,
author = {J. Jeun and J. W. Nichols and M. R. Jovanović},
title = {Input-output analysis of heated axisymmetric turbulent jets},
booktitle = {Proceedings of the 22nd AIAA/CEAS Aeroacoustics Conference},
year = {2016},
pages = {2934 (13 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jeunicjovAIAA16.pdf}
}


J. Jeun, J. W. Nichols and M. R. Jovanovi'c, Input-output analysis of high-speed axisymmetric isothermal jet noise, Phys. Fluids, April, 2016, Vol. 28 (4), pp. 047101 (20 pages)
[BibTeX] [PDF]

@article{jeunicjovPOF16,
author = {J. Jeun and J. W. Nichols and M. R. Jovanović},
title = {Input-output analysis of high-speed axisymmetric isothermal jet noise},
journal = {Phys. Fluids},
year = {2016},
volume = {28},
number = {4},
pages = {047101 (20 pages)},
note = {(Editor's Pick)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jeunicjovPOF16.pdf}
}


M. R. Jovanovi'c, The jth order practical tracking, In Proceedings of the 6th International Conference on Systems, Automatic Control and Measurements, 1998
[BibTeX]

@inproceedings{jov98,
author = {M. R. Jovanović},
title = {The jth order practical tracking},
booktitle = {Proceedings of the 6th International Conference on Systems, Automatic Control and Measurements},
year = {1998}
}


M. R. Jovanovi'c, Nonlinear control of an electrohydraulic velocity servosystem, In Proceedings of the 2002 American Control Conference, 2002, pp. 588-593
[BibTeX] [PDF]

@inproceedings{jovACC02,
author = {M. R. Jovanović},
title = {Nonlinear control of an electrohydraulic velocity servosystem},
booktitle = {Proceedings of the 2002 American Control Conference},
year = {2002},
pages = {588-593},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc02.pdf}
}


M. R. Jovanovi'c, On the optimality of localized distributed controllers, In Proceedings of the 2005 American Control Conference, 2005, pp. 4583-4588
[BibTeX] [PDF]

@inproceedings{jovACC05,
author = {M. R. Jovanović},
title = {On the optimality of localized distributed controllers},
booktitle = {Proceedings of the 2005 American Control Conference},
year = {2005},
pages = {4583-4588},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc05io.pdf}
}


M. R. Jovanovi'c, H_2 norm of linear time-periodic systems: a perturbation analysis, In Proceedings of the 2006 American Control Conference, 2006, pp. 1452-1457
[BibTeX]

@inproceedings{jovACC06h2pert,
author = {M. R. Jovanović},
title = {H_2 norm of linear time-periodic systems: a perturbation analysis},
booktitle = {Proceedings of the 2006 American Control Conference},
year = {2006},
pages = {1452-1457}
}


M. R. Jovanovi'c, Turbulence suppression in channel flows by small amplitude transverse wall oscillations, In Proceedings of the 2006 American Control Conference, 2006, pp. 1161-1166
[BibTeX]

@inproceedings{jovACC06two,
author = {M. R. Jovanović},
title = {Turbulence suppression in channel flows by small amplitude transverse wall oscillations},
booktitle = {Proceedings of the 2006 American Control Conference},
year = {2006},
pages = {1161-1166},
note = {(Invited paper)}
}


M. R. Jovanovi'c, M. Arcak and E. D. Sontag, Remarks on the stability of spatially distributed systems with a cyclic interconnection structure, In Proceedings of the 2007 American Control Conference, 2007, pp. 2696-2701
[BibTeX]

@inproceedings{jovarcsonACC07,
author = {M. R. Jovanović and M. Arcak and E. D. Sontag},
title = {Remarks on the stability of spatially distributed systems with a cyclic interconnection structure},
booktitle = {Proceedings of the 2007 American Control Conference},
year = {2007},
pages = {2696-2701}
}


M. R. Jovanovi'c, M. Arcak and E. D. Sontag, A passivity-based approach to stability of spatially distributed systems with a cyclic interconnection structure, IEEE Trans. Automat. Control: Special Issue on Systems Biology, January, 2008, Vol. 53, pp. 75-86
[BibTeX] [PDF]

@article{jovarcsonTAC08,
author = {M. R. Jovanović and M. Arcak and E. D. Sontag},
title = {A passivity-based approach to stability of spatially distributed systems with a cyclic interconnection structure},
journal = {IEEE Trans. Automat. Control: Special Issue on Systems Biology},
year = {2008},
volume = {53},
pages = {75-86},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac08secant.pdf}
}


M. R. Jovanovi'c, From bypass transition to flow control and data-driven turbulence modeling: An input-output viewpoint, Annu. Rev. Fluid Mech., January, 2021, Vol. 53 (1), pp. 311-345
[BibTeX] [PDF]

@article{jovARFM21,
author = {M. R. Jovanović},
title = {From bypass transition to flow control and data-driven turbulence modeling: An input-output viewpoint},
journal = {Annu. Rev. Fluid Mech.},
year = {2021},
volume = {53},
number = {1},
pages = {311-345},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovARFM21.pdf}
}


M. R. Jovanovi'c and B. Bamieh, The spatio-temporal impulse response of the linearized Navier-Stokes equations, In Proceedings of the 2001 American Control Conference, 2001, pp. 1948-1953
[BibTeX] [PDF]

@inproceedings{jovbamACC01,
author = {M. R. Jovanović and B. Bamieh},
title = {The spatio-temporal impulse response of the linearized Navier-Stokes equations},
booktitle = {Proceedings of the 2001 American Control Conference},
year = {2001},
pages = {1948-1953},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc01.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Frequency domain analysis of the linearized Navier-Stokes equations, In Proceedings of the 2003 American Control Conference, 2003, pp. 3190-3195
[BibTeX] [PDF]

@inproceedings{jovbamACC03fr-lnse,
author = {M. R. Jovanović and B. Bamieh},
title = {Frequency domain analysis of the linearized Navier-Stokes equations},
booktitle = {Proceedings of the 2003 American Control Conference},
year = {2003},
pages = {3190-3195},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc03fr-lnse.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Lyapunov-based state-feedback distributed control of systems on lattices, In Proceedings of the 2003 American Control Conference, 2003, pp. 101-106
[BibTeX] [PDF]

@inproceedings{jovbamACC03lattice,
author = {M. R. Jovanović and B. Bamieh},
title = {Lyapunov-based state-feedback distributed control of systems on lattices},
booktitle = {Proceedings of the 2003 American Control Conference},
year = {2003},
pages = {101-106},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc03lattice-state.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Unstable modes versus non-normal modes in supercritical channel flows, In Proceedings of the 2004 American Control Conference, 2004, pp. 2245-2250
[BibTeX] [PDF]

@inproceedings{jovbamACC04,
author = {M. R. Jovanović and B. Bamieh},
title = {Unstable modes versus non-normal modes in supercritical channel flows},
booktitle = {Proceedings of the 2004 American Control Conference},
year = {2004},
pages = {2245-2250},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc04fh.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Modelling flow statistics using the linearized Navier-Stokes equations, In Proceedings of the 40th IEEE Conference on Decision and Control, 2001, pp. 4944-4949
[BibTeX] [PDF]

@inproceedings{jovbamCDC01,
author = {M. R. Jovanović and B. Bamieh},
title = {Modelling flow statistics using the linearized Navier-Stokes equations},
booktitle = {Proceedings of the 40th IEEE Conference on Decision and Control},
year = {2001},
pages = {4944-4949},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc01.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Exact computation of frequency responses for a class of infinite dimensional systems, In Proceedings of the 42nd IEEE Conference on Decision and Control, 2003, pp. 1339-1344
[BibTeX] [PDF]

@inproceedings{jovbamCDC03fr-exact,
author = {M. R. Jovanović and B. Bamieh},
title = {Exact computation of frequency responses for a class of infinite dimensional systems},
booktitle = {Proceedings of the 42nd IEEE Conference on Decision and Control},
year = {2003},
pages = {1339-1344},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc03fr-exact.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Lyapunov-based output-feedback distributed control of systems on lattices, In Proceedings of the 42nd IEEE Conference on Decision and Control, 2003, pp. 1333-1338
[BibTeX] [PDF]

@inproceedings{jovbamCDC03lattice,
author = {M. R. Jovanović and B. Bamieh},
title = {Lyapunov-based output-feedback distributed control of systems on lattices},
booktitle = {Proceedings of the 42nd IEEE Conference on Decision and Control},
year = {2003},
pages = {1333-1338},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc03lattice-out.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Architecture induced by distributed backstepping design, In Proceedings of the 43rd IEEE Conference on Decision and Control, 2004, pp. 3774-3779
[BibTeX] [PDF]

@inproceedings{jovbamCDC04arc,
author = {M. R. Jovanović and B. Bamieh},
title = {Architecture induced by distributed backstepping design},
booktitle = {Proceedings of the 43rd IEEE Conference on Decision and Control},
year = {2004},
pages = {3774-3779},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc04arc.pdf}
}


M. R. Jovanovi'c and B. Bamieh, On the ill-posedness of certain vehicular platoon control problems, In Proceedings of the 43rd IEEE Conference on Decision and Control, 2004, pp. 3780-3785
[BibTeX] [PDF]

@inproceedings{jovbamCDC04platoons,
author = {M. R. Jovanović and B. Bamieh},
title = {On the ill-posedness of certain vehicular platoon control problems},
booktitle = {Proceedings of the 43rd IEEE Conference on Decision and Control},
year = {2004},
pages = {3780-3785},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc04platoons.pdf}
}


M. R. Jovanovi'c, B. Bamieh and M. Grebeck, Parametric resonance in spatially distributed systems, In Proceedings of the 2003 American Control Conference, 2003, pp. 119-124
[BibTeX] [PDF]

@inproceedings{jovbamgreACC03,
author = {M. R. Jovanović and B. Bamieh and M. Grebeck},
title = {Parametric resonance in spatially distributed systems},
booktitle = {Proceedings of the 2003 American Control Conference},
year = {2003},
pages = {119-124},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc03periodic.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Componentwise energy amplification in channel flows, J. Fluid Mech., July, 2005, Vol. 534, pp. 145-183
[BibTeX] [PDF]

@article{jovbamJFM05,
author = {M. R. Jovanović and B. Bamieh},
title = {Componentwise energy amplification in channel flows},
journal = {J. Fluid Mech.},
year = {2005},
volume = {534},
pages = {145-183},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jfm05.pdf}
}


M. R. Jovanovi'c and B. Bamieh, A formula for frequency responses of distributed systems with one spatial variable, Syst. Control Lett., January, 2006, Vol. 55 (1), pp. 27-37
[BibTeX] [PDF]

@article{jovbamSCL06,
author = {M. R. Jovanović and B. Bamieh},
title = {A formula for frequency responses of distributed systems with one spatial variable},
journal = {Syst. Control Lett.},
year = {2006},
volume = {55},
number = {1},
pages = {27-37},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/scl06.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Lyapunov-based distributed control of systems on lattices, IEEE Trans. Automat. Control, April, 2005, Vol. 50 (4), pp. 422-433
[BibTeX] [PDF]

@article{jovbamTAC05lattice,
author = {M. R. Jovanović and B. Bamieh},
title = {Lyapunov-based distributed control of systems on lattices},
journal = {IEEE Trans. Automat. Control},
year = {2005},
volume = {50},
number = {4},
pages = {422-433},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac05lattice.pdf}
}


M. R. Jovanovi'c and B. Bamieh, On the ill-posedness of certain vehicular platoon control problems, IEEE Trans. Automat. Control, September, 2005, Vol. 50 (9), pp. 1307-1321
[BibTeX] [PDF]

@article{jovbamTAC05platoons,
author = {M. R. Jovanović and B. Bamieh},
title = {On the ill-posedness of certain vehicular platoon control problems},
journal = {IEEE Trans. Automat. Control},
year = {2005},
volume = {50},
number = {9},
pages = {1307-1321},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac05platoons.pdf}
}


M. R. Jovanovi'c and B. Bamieh, Architecture induced by distributed backstepping design, IEEE Trans. Automat. Control, January, 2007, Vol. 52 (1), pp. 108-113
[BibTeX] [PDF]

@article{jovbamTAC07arc,
author = {M. R. Jovanović and B. Bamieh},
title = {Architecture induced by distributed backstepping design},
journal = {IEEE Trans. Automat. Control},
year = {2007},
volume = {52},
number = {1},
pages = {108-113},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac07arc.pdf}
}


M. R. Jovanovi'c and D. Debeljkovi'c, Stability of linear singular systems on finite time interval under perturbing forces, In Proceedings of the 40th ETRAN Conference, June, 1996, Vol. 1, pp. 451-453
[BibTeX]

@inproceedings{jovdeb96,
author = {M. R. Jovanović and D. Debeljković},
title = {Stability of linear singular systems on finite time interval under perturbing forces},
booktitle = {Proceedings of the 40th ETRAN Conference},
year = {1996},
volume = {1},
pages = {451-453}
}


M. R. Jovanovi'c and N. K. Dhingra, Controller architectures: tradeoffs between performance and structure, Eur. J. Control, July, 2016, Vol. 30, pp. 76-91
[BibTeX] [PDF]

@article{jovdhiEJC16,
author = {M. R. Jovanović and N. K. Dhingra},
title = {Controller architectures: tradeoffs between performance and structure},
journal = {Eur. J. Control},
year = {2016},
volume = {30},
pages = {76-91},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovdhiEJC16.pdf}
}


M. R. Jovanovi'c, Vehicular Chains, Springer-Verlag LondonIn Encyclopedia of Systems and Control, 2014, pp. 1-10
[BibTeX] [PDF]

@incollection{jovEC14,
author = {M. R. Jovanović},
title = {Vehicular Chains},
booktitle = {Encyclopedia of Systems and Control},
publisher = {Springer-Verlag London},
year = {2014},
pages = {1-10},
note = {doi:10.1007/978-1-4471-5102-9221-1},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovESC14.pdf}
}


M. R. Jovanovi'c and M. Fardad, H_2 norm of linear time-periodic systems: a perturbation analysis, Automatica, August, 2008, Vol. 44 (8), pp. 2090-2098
[BibTeX] [PDF]

@article{jovfarAUT08,
author = {M. R. Jovanović and M. Fardad},
title = {H_2 norm of linear time-periodic systems: a perturbation analysis},
journal = {Automatica},
year = {2008},
volume = {44},
number = {8},
pages = {2090-2098},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/aut08h2pert.pdf}
}


M. R. Jovanovi'c, J. M. Fowler, B. Bamieh and R. D'Andrea, On the peaking phenomenon in the control of vehicular platoons, Syst. Control Lett., July, 2008, Vol. 57 (7), pp. 528-537
[BibTeX] [PDF]

@article{jovfowbamdan08,
author = {M. R. Jovanović and J. M. Fowler and B. Bamieh and R. D'Andrea},
title = {On the peaking phenomenon in the control of vehicular platoons},
journal = {Syst. Control Lett.},
year = {2008},
volume = {57},
number = {7},
pages = {528-537},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/scl08peaking.pdf}
}


M. R. Jovanovi'c, J. M. Fowler, B. Bamieh and R. D'Andrea, On avoiding saturation in the control of vehicular platoons, In Proceedings of the 2004 American Control Conference, 2004, pp. 2257-2262
[BibTeX] [PDF]

@inproceedings{jovfowbamdanACC04,
author = {M. R. Jovanović and J. M. Fowler and B. Bamieh and R. D'Andrea},
title = {On avoiding saturation in the control of vehicular platoons},
booktitle = {Proceedings of the 2004 American Control Conference},
year = {2004},
pages = {2257-2262},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc04peaking.pdf}
}


M. R. Jovanovi'c, On the optimality of localized distributed controllers, Int. J. Systems, Control and Communications, 2010, Vol. 2 (123), pp. 82-99
[BibTeX] [PDF]

@article{jovIO10,
author = {M. R. Jovanović},
title = {On the optimality of localized distributed controllers},
journal = {Int. J. Systems, Control and Communications},
year = {2010},
volume = {2},
number = {1/2/3},
pages = {82-99},
note = {Special issue on Information Processing and Decision Making in Distributed Control Systems},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovIO10.pdf}
}


M. R. Jovanovi'c and S. Kumar, Variance amplification in channel flows of strongly elastic polymer solutions, In Proceedings of the 2009 American Control Conference, 2009, pp. 842-847
[BibTeX]

@inproceedings{jovkumACC09,
author = {M. R. Jovanović and S. Kumar},
title = {Variance amplification in channel flows of strongly elastic polymer solutions},
booktitle = {Proceedings of the 2009 American Control Conference},
year = {2009},
pages = {842-847},
note = {(Invited paper)}
}


M. R. Jovanovi'c and S. Kumar, Transient response of velocity fluctuations in inertialess channel flows of viscoelastic fluids, In Proceedings of the 2010 American Control Conference, 2010, pp. 5682-5687
[BibTeX]

@inproceedings{jovkumACC10,
author = {M. R. Jovanović and S. Kumar},
title = {Transient response of velocity fluctuations in inertialess channel flows of viscoelastic fluids},
booktitle = {Proceedings of the 2010 American Control Conference},
year = {2010},
pages = {5682-5687},
note = {(Invited paper)}
}


M. R. Jovanovi'c and S. Kumar, Nonmodal amplification of stochastic disturbances in strongly elastic channel flows, J. Non-Newtonian Fluid Mech., August, 2011, Vol. 166 (14-15), pp. 755-778
[BibTeX] [PDF]

@article{jovkumJNNFM11,
author = {M. R. Jovanović and S. Kumar},
title = {Nonmodal amplification of stochastic disturbances in strongly elastic channel flows},
journal = {J. Non-Newtonian Fluid Mech.},
year = {2011},
volume = {166},
number = {14-15},
pages = {755-778},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovkumJNNFM11.pdf}
}


M. R. Jovanovi'c and S. Kumar, Transient growth without inertia, Phys. Fluids, February, 2010, Vol. 22 (2), pp. 023101 (19 pages)
[BibTeX] [PDF]

@article{jovkumPOF10,
author = {M. R. Jovanović and S. Kumar},
title = {Transient growth without inertia},
journal = {Phys. Fluids},
year = {2010},
volume = {22},
number = {2},
pages = {023101 (19 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovkumPOF10.pdf}
}


M. R. Jovanovi'c and F. Lin, Sparse quadratic regulator, In Proceedings of the 12th European Control Conference, 2013, pp. 1047-1052
[BibTeX] [PDF]

@inproceedings{jovlinECC13,
author = {M. R. Jovanović and F. Lin},
booktitle = {Proceedings of the 12th European Control Conference},
year = {2013},
pages = {1047-1052},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovlinECC13.pdf}
}


M. R. Jovanovi'c, R. Moarref and D. You, Turbulence suppression in channel flows by means of a streamwise traveling wave, In Proceedings of the 2006 Summer Program, 2006, pp. 481-494
[BibTeX]

@inproceedings{jovmoayouCTR06,
author = {M. R. Jovanović and R. Moarref and D. You},
title = {Turbulence suppression in channel flows by means of a streamwise traveling wave},
booktitle = {Proceedings of the 2006 Summer Program},
year = {2006},
pages = {481-494}
}


M. R. Jovanovi'c, Turbulence suppression in channel flows by small amplitude transverse wall oscillations, Phys. Fluids, January, 2008, Vol. 20 (1), pp. 014101 (11 pages)
[BibTeX] [PDF]

@article{jovPOF08,
author = {M. R. Jovanović},
title = {Turbulence suppression in channel flows by small amplitude transverse wall oscillations},
journal = {Phys. Fluids},
year = {2008},
volume = {20},
number = {1},
pages = {014101 (11 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/pof08.pdf}
}


M. R. Jovanovi'c, P. J. Schmid and J. W. Nichols, Low-rank and sparse dynamic mode decomposition, In Center for Turbulence Research Annual Research Briefs, 2012, pp. 139-152
[BibTeX]

@inproceedings{jovschnicCTR12,
author = {M. R. Jovanović and P. J. Schmid and J. W. Nichols},
title = {Low-rank and sparse dynamic mode decomposition},
booktitle = {Center for Turbulence Research Annual Research Briefs},
year = {2012},
pages = {139-152}
}


M. R. Jovanovi'c, P. J. Schmid and J. W. Nichols, Sparsity-promoting dynamic mode decomposition, Phys. Fluids, February, 2014, Vol. 26 (2), pp. 024103 (22 pages)
[BibTeX] [PDF]

@article{jovschnicPOF14,
author = {M. R. Jovanović and P. J. Schmid and J. W. Nichols},
title = {Sparsity-promoting dynamic mode decomposition},
journal = {Phys. Fluids},
year = {2014},
volume = {26},
number = {2},
pages = {024103 (22 pages)},
note = {(Editor's Pick)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovschnicPOF14.pdf}
}


D. V. Lazi'c, M. R. Jovanovi'c and M. R. Ristanovi'c, Practical tracking of a hydraulic cylinder and an axial piston hydraulic motor, In Proceedings of Bath Workshop on Power Transmission and Motion Control, 1998, pp. 331-346
[BibTeX]

@inproceedings{lazjovris98,
author = {D. V. Lazić and M. R. Jovanović and M. R. Ristanović},
title = {Practical tracking of a hydraulic cylinder and an axial piston hydraulic motor},
booktitle = {Proceedings of Bath Workshop on Power Transmission and Motion Control},
year = {1998},
pages = {331-346}
}


B. K. Lieu and M. R. Jovanovi'c, Slow-fast decomposition of an inertialess flow of viscoelastic fluids, In Proceedings of the 2012 American Control Conference, 2012, pp. 4369-4374
[BibTeX]

@inproceedings{liejovACC12,
author = {B. K. Lieu and M. R. Jovanović},
title = {Slow-fast decomposition of an inertialess flow of viscoelastic fluids},
booktitle = {Proceedings of the 2012 American Control Conference},
year = {2012},
pages = {4369-4374}
}


B. K. Lieu and M. R. Jovanovi'c, Model-based analysis of polymer drag reduction in a turbulent channel flow, In Proceedings of the 2013 American Control Conference, 2013, pp. 485-490
[BibTeX]

@inproceedings{liejovACC13,
author = {B. K. Lieu and M. R. Jovanović},
title = {Model-based analysis of polymer drag reduction in a turbulent channel flow},
booktitle = {Proceedings of the 2013 American Control Conference},
year = {2013},
pages = {485-490},
note = {(Invited paper)}
}


B. K. Lieu and M. R. Jovanovi'c, Computation of the frequency responses for distributed systems with one spatial variable, In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011, pp. 6956-6961
[BibTeX]

@inproceedings{liejovCDC11,
author = {B. K. Lieu and M. R. Jovanović},
title = {Computation of the frequency responses for distributed systems with one spatial variable},
booktitle = {Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference},
year = {2011},
pages = {6956-6961}
}


B. K. Lieu and M. R. Jovanovi'c, Analysis of drag reduction by polymers in a turbulent channel flow, In Proceedings of the 2012 Summer Program, 2012, pp. 65-74
[BibTeX]

@inproceedings{liejovCTR12,
author = {B. K. Lieu and M. R. Jovanović},
title = {Analysis of drag reduction by polymers in a turbulent channel flow},
booktitle = {Proceedings of the 2012 Summer Program},
year = {2012},
pages = {65-74}
}


B. K. Lieu and M. R. Jovanovi'c, Computation of frequency responses for linear time-invariant PDEs on a compact interval, J. Comput. Phys., October, 2013, Vol. 250, pp. 246-269
[BibTeX] [PDF]

@article{liejovJCP13,
author = {B. K. Lieu and M. R. Jovanović},
title = {Computation of frequency responses for linear time-invariant PDEs on a compact interval},
journal = {J. Comput. Phys.},
year = {2013},
volume = {250},
pages = {246-269},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/liejovJCP13.pdf}
}


B. K. Lieu, M. R. Jovanovic and S. Kumar, Worst-case amplification of disturbances in inertialess flows of viscoelastic fluids, In Preprints of the 18th IFAC World Congress, 2011, pp. 14458-14463
[BibTeX]

@inproceedings{liejovkumIFAC11,
author = {B. K. Lieu and M. R. Jovanovic and S. Kumar},
title = {Worst-case amplification of disturbances in inertialess flows of viscoelastic fluids},
booktitle = {Preprints of the 18th IFAC World Congress},
year = {2011},
pages = {14458-14463}
}


B. K. Lieu, M. R. Jovanovi'c and S. Kumar, Worst-case amplification of disturbances in inertialess Couette flow of viscoelastic fluids, J. Fluid Mech., May, 2013, Vol. 723, pp. 232-263
[BibTeX] [PDF]

@article{liejovkumJFM13,
author = {B. K. Lieu and M. R. Jovanović and S. Kumar},
title = {Worst-case amplification of disturbances in inertialess Couette flow of viscoelastic fluids},
journal = {J. Fluid Mech.},
year = {2013},
volume = {723},
pages = {232-263},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/liejovkumJFM13.pdf}
}


B. K. Lieu, R. Moarref and M. R. Jovanovi'c, Preventing transition to turbulence using streamwise traveling waves: direct numerical simulations, In Proceedings of the 2010 American Control Conference, 2010, pp. 3335-3340
[BibTeX]

@inproceedings{liemoajovACC10,
author = {B. K. Lieu and R. Moarref and M. R. Jovanović},
title = {Preventing transition to turbulence using streamwise traveling waves: direct numerical simulations},
booktitle = {Proceedings of the 2010 American Control Conference},
year = {2010},
pages = {3335-3340}
}


B. K. Lieu, R. Moarref and M. R. Jovanovi'c, Controlling the onset of turbulence by streamwise traveling waves. Part 2: Direct numerical simulations, J. Fluid Mech., November, 2010, Vol. 663, pp. 100-119
[BibTeX] [PDF]

@article{liemoajovJFM10,
author = {B. K. Lieu and R. Moarref and M. R. Jovanović},
title = {Controlling the onset of turbulence by streamwise traveling waves. Part 2: Direct numerical simulations},
journal = {J. Fluid Mech.},
year = {2010},
volume = {663},
pages = {100-119},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/liemoajovJFM10.pdf}
}


F. Lin, M. Fardad and M. R. Jovanovi'c, On the optimal localized feedback design for vehicular platoons, In Proceedings of the 2010 American Control Conference, 2010, pp. 4622-4627
[BibTeX]

@inproceedings{linfarjovACC10,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {On the optimal localized feedback design for vehicular platoons},
booktitle = {Proceedings of the 2010 American Control Conference},
year = {2010},
pages = {4622-4627}
}


F. Lin, M. Fardad and M. R. Jovanovi'c, Sparse feedback synthesis via the alternating direction method of multipliers, In Proceedings of the 2012 American Control Conference, 2012, pp. 4765-4770
[BibTeX]

@inproceedings{linfarjovACC12,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {Sparse feedback synthesis via the alternating direction method of multipliers},
booktitle = {Proceedings of the 2012 American Control Conference},
year = {2012},
pages = {4765-4770}
}


F. Lin, M. Fardad and M. R. Jovanovi'c, Synthesis of H_2 optimal static structured controllers: primal and dual formulations, In Proceedings of the 47th Annual Allerton Conference on Communication, Control, and Computing, 2009, pp. 340-346
[BibTeX]

@inproceedings{linfarjovALL09,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {Synthesis of H_2 optimal static structured controllers: primal and dual formulations},
booktitle = {Proceedings of the 47th Annual Allerton Conference on Communication, Control, and Computing},
year = {2009},
pages = {340-346},
note = {(Invited paper)}
}


F. Lin, M. Fardad and M. R. Jovanovi'c, Identification of sparse communication graphs in consensus networks, In Proceedings of the 50th Annual Allerton Conference on Communication, Control, and Computing, 2012, pp. 85-89
[BibTeX]

@inproceedings{linfarjovALL12,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {Identification of sparse communication graphs in consensus networks},
booktitle = {Proceedings of the 50th Annual Allerton Conference on Communication, Control, and Computing},
year = {2012},
pages = {85-89},
note = {(Invited paper)}
}


F. Lin, M. Fardad and M. R. Jovanovi'c, On the optimal localized feedback design for multi-vehicle systems, In Proceedings of the 49th IEEE Conference on Decision and Control, 2010, pp. 5744-5749
[BibTeX]

@inproceedings{linfarjovCDC10,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {On the optimal localized feedback design for multi-vehicle systems},
booktitle = {Proceedings of the 49th IEEE Conference on Decision and Control},
year = {2010},
pages = {5744-5749}
}


F. Lin, M. Fardad and M. R. Jovanovi'c, Algorithms for leader selection in large dynamical networks: noise-corrupted leaders, In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011, pp. 2932-2937
[BibTeX] [PDF]

@inproceedings{linfarjovCDC11,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {Algorithms for leader selection in large dynamical networks: noise-corrupted leaders},
booktitle = {Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference},
year = {2011},
pages = {2932-2937},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linfarjovCDC11.pdf}
}


F. Lin, M. Fardad and M. R. Jovanovi'c, Performance of leader-follower networks in directed trees and lattices, In Proceedings of the 51th IEEE Conference on Decision and Control, 2012, pp. 734-739
[BibTeX] [PDF]

@inproceedings{linfarjovCDC12,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {Performance of leader-follower networks in directed trees and lattices},
booktitle = {Proceedings of the 51th IEEE Conference on Decision and Control},
year = {2012},
pages = {734-739},
}


F. Lin, M. Fardad and M. R. Jovanovi'c, Augmented Lagrangian approach to design of structured optimal state feedback gains, IEEE Trans. Automat. Control, December, 2011, Vol. 56 (12), pp. 2923-2929
[BibTeX] [PDF]

@article{linfarjovTAC11al,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {Augmented Lagrangian approach to design of structured optimal state feedback gains},
journal = {IEEE Trans. Automat. Control},
year = {2011},
volume = {56},
number = {12},
pages = {2923-2929},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linfarjovTAC11auglag.pdf}
}


F. Lin, M. Fardad and M. R. Jovanovi'c, Optimal control of vehicular formations with nearest neighbor interactions, IEEE Trans. Automat. Control, September, 2012, Vol. 57 (9), pp. 2203-2218
[BibTeX] [PDF]

@article{linfarjovTAC12platoons,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {Optimal control of vehicular formations with nearest neighbor interactions},
journal = {IEEE Trans. Automat. Control},
year = {2012},
volume = {57},
number = {9},
pages = {2203-2218},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linfarjovTAC12platoons.pdf}
}


F. Lin, M. Fardad and M. R. Jovanovi'c, Design of optimal sparse feedback gains via the alternating direction method of multipliers, IEEE Trans. Automat. Control, September, 2013, Vol. 58 (9), pp. 2426-2431
[BibTeX] [PDF]

@article{linfarjovTAC13admm,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {Design of optimal sparse feedback gains via the alternating direction method of multipliers},
journal = {IEEE Trans. Automat. Control},
year = {2013},
volume = {58},
number = {9},
pages = {2426-2431},
}


F. Lin, M. Fardad and M. R. Jovanovi'c, Algorithms for leader selection in stochastically forced consensus networks, IEEE Trans. Automat. Control, July, 2014, Vol. 59 (7), pp. 1789-1802
[BibTeX] [PDF]

@article{linfarjovTAC14leaderselection,
author = {F. Lin and M. Fardad and M. R. Jovanović},
title = {Algorithms for leader selection in stochastically forced consensus networks},
journal = {IEEE Trans. Automat. Control},
year = {2014},
volume = {59},
number = {7},
pages = {1789-1802},
}


F. Lin and M. R. Jovanovi'c, On the least-squares approximation of structured covariances, In Proceedings of the 2007 American Control Conference, 2007, pp. 2648-2653
[BibTeX]

@inproceedings{linjovACC07,
author = {F. Lin and M. R. Jovanović},
title = {On the least-squares approximation of structured covariances},
booktitle = {Proceedings of the 2007 American Control Conference},
year = {2007},
pages = {2648-2653}
}


F. Lin and M. R. Jovanovi'c, Energy amplification in a parallel Blasius boundary layer flow subject to free-stream turbulence, In Proceedings of the 2008 American Control Conference, 2008, pp. 3070-3075
[BibTeX]

@inproceedings{linjovACC08,
author = {F. Lin and M. R. Jovanović},
title = {Energy amplification in a parallel Blasius boundary layer flow subject to free-stream turbulence},
booktitle = {Proceedings of the 2008 American Control Conference},
year = {2008},
pages = {3070-3075}
}


F. Lin, M. R. Jovanovi'c and T. T. Georgiou, An ADMM algorithm for matrix completion of partially known state covariances, In Proceedings of the 52nd IEEE Conference on Decision and Control, 2013, pp. 1684-1689
[BibTeX]

@inproceedings{linjovgeoCDC13,
author = {F. Lin and M. R. Jovanović and T. T. Georgiou},
title = {An ADMM algorithm for matrix completion of partially known state covariances},
booktitle = {Proceedings of the 52nd IEEE Conference on Decision and Control},
year = {2013},
pages = {1684-1689}
}


F. Lin and M. R. Jovanovi'c, Least-squares approximation of structured covariances, IEEE Trans. Automat. Control, July, 2009, Vol. 54 (7), pp. 1643-1648
[BibTeX] [PDF]

@article{linjovTAC09,
author = {F. Lin and M. R. Jovanović},
title = {Least-squares approximation of structured covariances},
journal = {IEEE Trans. Automat. Control},
year = {2009},
volume = {54},
number = {7},
pages = {1643-1648},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linjovTAC09.pdf}
}


M. R. Jovanovi'c, Modeling, analysis, and control of spatially distributed systems, University of California, Santa Barbara, 2004
[BibTeX] [PDF]

@phdthesis{mj-phd04,
author = {M. R. Jovanović},
title = {Modeling, analysis, and control of spatially distributed systems},
school = {University of California, Santa Barbara},
year = {2004},
pdf = {https://viterbi-web.usc.edu/~mihailo/theses/mj-thesis.pdf}
}


R. Moarref, M. Fardad and M. R. Jovanovi'c, Perturbation analysis of eigenvalues of a class of self-adjoint operators, In Proceedings of the 2008 American Control Conference, 2008, pp. 955-960
[BibTeX]

@inproceedings{moafarjovACC08,
author = {R. Moarref and M. Fardad and M. R. Jovanović},
title = {Perturbation analysis of eigenvalues of a class of self-adjoint operators},
booktitle = {Proceedings of the 2008 American Control Conference},
year = {2008},
pages = {955-960},
note = {(Invited paper)}
}


R. Moarref and M. R. Jovanovi'c, On using the streamwise traveling waves for variance suppression in channel flows, In Proceedings of the 2007 American Control Conference, 2007, pp. 2060-2065
[BibTeX]

@inproceedings{moajovACC07,
author = {R. Moarref and M. R. Jovanović},
title = {On using the streamwise traveling waves for variance suppression in channel flows},
booktitle = {Proceedings of the 2007 American Control Conference},
year = {2007},
pages = {2060-2065},
note = {(Invited paper; Finalist, Best Student Paper Award)}
}


R. Moarref and M. R. Jovanovi'c, Remarks on computing the H_2 norm of incompressible fluids using descriptor state-space formulation, In Proceedings of the 2008 American Control Conference, 2008, pp. 3064-3069
[BibTeX]

@inproceedings{moajovACC08,
author = {R. Moarref and M. R. Jovanović},
title = {Remarks on computing the H_2 norm of incompressible fluids using descriptor state-space formulation},
booktitle = {Proceedings of the 2008 American Control Conference},
year = {2008},
pages = {3064-3069}
}


R. Moarref and M. R. Jovanovi'c, Preventing transition to turbulence using streamwise traveling waves: theoretical analysis, In Proceedings of the 2010 American Control Conference, 2010, pp. 3329-3334
[BibTeX]

@inproceedings{moajovACC10,
author = {R. Moarref and M. R. Jovanović},
title = {Preventing transition to turbulence using streamwise traveling waves: theoretical analysis},
booktitle = {Proceedings of the 2010 American Control Conference},
year = {2010},
pages = {3329-3334}
}


R. Moarref and M. R. Jovanovi'c, Turbulent drag reduction by transverse wall oscillations, In Proceedings of the 2012 American Control Conference, 2012, pp. 3359-3364
[BibTeX]

@inproceedings{moajovACC12,
author = {R. Moarref and M. R. Jovanović},
title = {Turbulent drag reduction by transverse wall oscillations},
booktitle = {Proceedings of the 2012 American Control Conference},
year = {2012},
pages = {3359-3364}
}


R. Moarref and M. R. Jovanovi'c, Transition control using an array of streamwise vortices, In Proceedings of the 45th IEEE Conference on Decision and Control, 2006, pp. 107-112
[BibTeX]

@inproceedings{moajovCDC06,
author = {R. Moarref and M. R. Jovanović},
title = {Transition control using an array of streamwise vortices},
booktitle = {Proceedings of the 45th IEEE Conference on Decision and Control},
year = {2006},
pages = {107-112},
note = {(Invited paper)}
}


R. Moarref and M. R. Jovanovi'c, Controlling the onset of turbulence by streamwise traveling waves. Part 1: Receptivity analysis, J. Fluid Mech., November, 2010, Vol. 663, pp. 70-99
[BibTeX] [PDF]

@article{moajovJFM10,
author = {R. Moarref and M. R. Jovanović},
title = {Controlling the onset of turbulence by streamwise traveling waves. Part 1: Receptivity analysis},
journal = {J. Fluid Mech.},
year = {2010},
volume = {663},
pages = {70-99},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/moajovJFM10.pdf}
}


R. Moarref and M. R. Jovanovi'c, Model-based design of transverse wall oscillations for turbulent drag reduction, J. Fluid Mech., September, 2012, Vol. 707, pp. 205-240
[BibTeX] [PDF]

@article{moajovJFM12,
author = {R. Moarref and M. R. Jovanović},
title = {Model-based design of transverse wall oscillations for turbulent drag reduction},
journal = {J. Fluid Mech.},
year = {2012},
volume = {707},
pages = {205-240},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/moajovJFM12.pdf}
}


R. Moarref, M. R. Jovanovi'c, J. A. Tropp, A. S. Sharma and B. J. McKeon, A low-order decomposition of turbulent channel flow via resolvent analysis and convex optimization, Phys. Fluids, May, 2014, Vol. 26 (5), pp. 051701 (7 pages)
[BibTeX] [PDF]

@article{moajovtroshamckPOF14,
author = {R. Moarref and M. R. Jovanović and J. A. Tropp and A. S. Sharma and B. J. McKeon},
title = {A low-order decomposition of turbulent channel flow via resolvent analysis and convex optimization},
journal = {Phys. Fluids},
year = {2014},
volume = {26},
number = {5},
pages = {051701 (7 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/moajovtroshamckPOF14.pdf}
}


R. Moarref, B. K. Lieu and M. R. Jovanovi'c, Spatially-localized optimal control of transition to turbulence, In Proceedings of the 2011 American Control Conference, 2011, pp. 3577-3582
[BibTeX]

@inproceedings{moaliejovACC11,
author = {R. Moarref and B. K. Lieu and M. R. Jovanović},
title = {Spatially-localized optimal control of transition to turbulence},
booktitle = {Proceedings of the 2011 American Control Conference},
year = {2011},
pages = {3577-3582}
}


R. Moarref, B. K. Lieu and M. R. Jovanovi'c, Optimal localized control of transitional channel flow, In Proceedings of the 2010 Summer Program, 2010, pp. 107-118
[BibTeX]

@inproceedings{moaliejovCTR10,
author = {R. Moarref and B. K. Lieu and M. R. Jovanović},
title = {Optimal localized control of transitional channel flow},
booktitle = {Proceedings of the 2010 Summer Program},
year = {2010},
pages = {107-118}
}


S. Hassan-Moghaddam, N. K. Dhingra and M. R. Jovanovi'c, Topology identification of undirected consensus networks via sparse inverse covariance estimation, In Proceedings of the 55th IEEE Conference on Decision and Control, 2016, pp. 4624-4629
[BibTeX] [PDF]

@inproceedings{mogdhijovCDC16,
author = {S. Hassan-Moghaddam and N. K. Dhingra and M. R. Jovanović},
title = {Topology identification of undirected consensus networks via sparse inverse covariance estimation},
booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control},
year = {2016},
pages = {4624-4629},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogdhijovCDC16.pdf}
}


S. Hassan-Moghaddam and M. R. Jovanovi'c, An interior point method for growing connected resistive networks, In Proceedings of the 2015 American Control Conference, 2015, pp. 1223-1228
[BibTeX] [PDF]

@inproceedings{mogjovACC15,
author = {S. Hassan-Moghaddam and M. R. Jovanović},
title = {An interior point method for growing connected resistive networks},
booktitle = {Proceedings of the 2015 American Control Conference},
year = {2015},
pages = {1223-1228},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovACC15.pdf}
}


S. Hassan-Moghaddam and M. R. Jovanovi'c, Distributed proximal augmented Lagrangian method for nonsmooth composite optimization, In Proceedings of the 2018 American Control Conference, 2018, pp. 2047-2052
[BibTeX] [PDF]

@inproceedings{mogjovACC18,
author = {S. Hassan-Moghaddam and M. R. Jovanović},
title = {Distributed proximal augmented Lagrangian method for nonsmooth composite optimization},
booktitle = {Proceedings of the 2018 American Control Conference},
year = {2018},
pages = {2047-2052},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovACC18.pdf}
}


S. Hassan-Moghaddam and M. R. Jovanovi'c, Proximal gradient flow and Douglas-Rachford splitting dynamics: global exponential stability via integral quadratic constraints, Automatica, January, 2021, Vol. 123, pp. 109311 (7 pages)
[BibTeX] [PDF]

@article{mogjovAUT21,
author = {S. Hassan-Moghaddam and M. R. Jovanović},
title = {Proximal gradient flow and Douglas-Rachford splitting dynamics: global exponential stability via integral quadratic constraints},
journal = {Automatica},
year = {2021},
volume = {123},
pages = {109311 (7 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovAUT21.pdf}
}


S. Hassan-Moghaddam and M. R. Jovanovi'c, Distributed design of optimal structured feedback gains, In Proceedings of the 56th IEEE Conference on Decision and Control, 2017, pp. 6586-6591
[BibTeX] [PDF]

@inproceedings{mogjovCDC17,
author = {S. Hassan-Moghaddam and M. R. Jovanović},
title = {Distributed design of optimal structured feedback gains},
booktitle = {Proceedings of the 56th IEEE Conference on Decision and Control},
year = {2017},
pages = {6586-6591},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovCDC17.pdf}
}


S. Hassan-Moghaddam and M. R. Jovanovi'c, On the exponential convergence rate of proximal gradient flow algorithms, In Proceedings of the 57th IEEE Conference on Decision and Control, 2018, pp. 4246-4251
[BibTeX] [PDF]

@inproceedings{mogjovCDC18a,
author = {S. Hassan-Moghaddam and M. R. Jovanović},
title = {On the exponential convergence rate of proximal gradient flow algorithms},
booktitle = {Proceedings of the 57th IEEE Conference on Decision and Control},
year = {2018},
pages = {4246-4251},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovCDC18a.pdf}
}


S. Hassan-Moghaddam and M. R. Jovanovi'c, Topology identification via growing a Chow-Liu tree network, In Proceedings of the 57th IEEE Conference on Decision and Control, 2018, pp. 5421-5426
[BibTeX] [PDF]

@inproceedings{mogjovCDC18b,
author = {S. Hassan-Moghaddam and M. R. Jovanović},
title = {Topology identification via growing a Chow-Liu tree network},
booktitle = {Proceedings of the 57th IEEE Conference on Decision and Control},
year = {2018},
pages = {5421-5426},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovCDC18b.pdf}
}


S. Hassan-Moghaddam and M. R. Jovanovi'c, Global exponential stability of the Douglas-Rachford splitting dynamics, In Preprints of the 21th IFAC World Congress, 2020
[BibTeX] [PDF]

@inproceedings{mogjovIFAC20,
author = {S. Hassan-Moghaddam and M. R. Jovanović},
title = {Global exponential stability of the Douglas-Rachford splitting dynamics},
booktitle = {Preprints of the 21th IFAC World Congress},
year = {2020},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovIFAC20.pdf}
}


S. Hassan-Moghaddam, M. R. Jovanovi'c and S. Meyn, Data-driven proximal algorithms for the design of structured optimal feedback gains, In Proceedings of the 2019 American Control Conference, 2019, pp. 5846-5850
[BibTeX] [PDF]

@inproceedings{mogjovmeyACC19,
author = {S. Hassan-Moghaddam and M. R. Jovanović and S. Meyn},
title = {Data-driven proximal algorithms for the design of structured optimal feedback gains},
booktitle = {Proceedings of the 2019 American Control Conference},
year = {2019},
pages = {5846-5850},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovmeyACC19.pdf}
}


S. Hassan-Moghaddam and M. R. Jovanovi'c, Customized algorithms for growing connected resistive networks, In Proceedings of the 10th IFAC Symposium on Nonlinear Control Systems, 2016, pp. 986-991
[BibTeX] [PDF]

@inproceedings{mogjovNOL16,
author = {S. Hassan-Moghaddam and M. R. Jovanović},
title = {Customized algorithms for growing connected resistive networks},
booktitle = {Proceedings of the 10th IFAC Symposium on Nonlinear Control Systems},
year = {2016},
pages = {986-991},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovNOL16.pdf}
}


S. Hassan-Moghaddam and M. R. Jovanovi'c, Topology design for stochastically-forced consensus networks, IEEE Trans. Control Netw. Syst., September, 2018, Vol. 5 (3), pp. 1075-1086
[BibTeX] [PDF]

@article{mogjovTCNS18,
author = {S. Hassan-Moghaddam and M. R. Jovanović},
title = {Topology design for stochastically-forced consensus networks},
journal = {IEEE Trans. Control Netw. Syst.},
year = {2018},
volume = {5},
number = {3},
pages = {1075-1086},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovTCNS18.pdf}
}


S. Hassan-Moghaddam, X. Wu and M. R. Jovanovi'c, Edge addition in directed consensus networks, In Proceedings of the 2017 American Control Conference, 2017, pp. 5592-5597
[BibTeX] [PDF]

@inproceedings{mogwujovACC17,
author = {S. Hassan-Moghaddam and X. Wu and M. R. Jovanović},
title = {Edge addition in directed consensus networks},
booktitle = {Proceedings of the 2017 American Control Conference},
year = {2017},
pages = {5592-5597},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogwujovACC17.pdf}
}


H. Mohammadi, M. Razaviyayn and M. R. Jovanovi'c, On the stability of gradient flow dynamics for a rank-one matrix approximation problem, In Proceedings of the 2018 American Control Conference, 2018, pp. 4533-4538
[BibTeX] [PDF]

@inproceedings{mohrazjovACC18,
author = {H. Mohammadi and M. Razaviyayn and M. R. Jovanović},
title = {On the stability of gradient flow dynamics for a rank-one matrix approximation problem},
booktitle = {Proceedings of the 2018 American Control Conference},
year = {2018},
pages = {4533-4538},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohrazjovACC18.pdf}
}


H. Mohammadi, M. Razaviyayn and M. R. Jovanovi'c, Performance of noisy Nesterov's accelerated method for strongly convex optimization problems, In Proceedings of the 2019 American Control Conference, 2019, pp. 3426-3431
[BibTeX] [PDF]

@inproceedings{mohrazjovACC19,
author = {H. Mohammadi and M. Razaviyayn and M. R. Jovanović},
title = {Performance of noisy Nesterov's accelerated method for strongly convex optimization problems},
booktitle = {Proceedings of the 2019 American Control Conference},
year = {2019},
pages = {3426-3431},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohrazjovACC19.pdf}
}


H. Mohammadi, M. Razaviyayn and M. R. Jovanovi'c, Variance amplification of accelerated first-order algorithms for strongly convex quadratic optimization problems, In Proceedings of the 57th IEEE Conference on Decision and Control, 2018, pp. 5753-5758
[BibTeX] [PDF]

@inproceedings{mohrazjovCDC18,
author = {H. Mohammadi and M. Razaviyayn and M. R. Jovanović},
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},
pages = {5753-5758},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohrazjovCDC18.pdf}
}


H. Mohammadi, M. Razaviyayn and M. R. Jovanovi'c, Robustness of accelerated first-order algorithms for strongly convex optimization problems, IEEE Trans. Automat. Control, 2020
[BibTeX] [PDF]

@article{mohrazjovTAC20,
author = {H. Mohammadi and M. Razaviyayn and M. R. Jovanović},
title = {Robustness of accelerated first-order algorithms for strongly convex optimization problems},
journal = {IEEE Trans. Automat. Control},
year = {2020},
note = {doi:10.1109/TAC.2020.3008297; also arXiv:1905.11011},
pdf = {https://arxiv.org/abs/1905.11011}
}


H. Mohammadi, S. Samuelson and M. R. Jovanovi'c, Transient growth of accelerated first-order methods for strongly convex optimization problems, IEEE Trans. Automat. Control, 2021
[BibTeX] [PDF]

@article{mohsamjovTAC21,
author = {H. Mohammadi and S. Samuelson and M. R. Jovanović},
title = {Transient growth of accelerated first-order methods for strongly convex optimization problems},
journal = {IEEE Trans. Automat. Control},
year = {2021},
note = {submitted; also arXiv:2103.08017},
pdf = {https://arxiv.org/abs/2103.08017}
}


H. Mohammadi, M. Soltanolkotabi and M. R. Jovanovi'c, Random search for learning the linear quadratic regulator, In Proceedings of the 2020 American Control Conference, 2020, pp. 4798-4803
[BibTeX] [PDF]

@inproceedings{mohsoljovACC20,
author = {H. Mohammadi and M. Soltanolkotabi and M. R. Jovanović},
title = {Random search for learning the linear quadratic regulator},
booktitle = {Proceedings of the 2020 American Control Conference},
year = {2020},
pages = {4798-4803},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohsoljovACC20.pdf}
}


H. Mohammadi, M. Soltanolkotabi and M. R. Jovanovi'c, Learning the model-free linear quadratic regulator via random search, In Proceedings of Machine Learning Research, 2nd Annual Conference on Learning for Dynamics and Control, 2020, Vol. 120, pp. 1-9
[BibTeX] [PDF]

@inproceedings{mohsoljovL4DC20,
author = {H. Mohammadi and M. Soltanolkotabi and M. R. Jovanović},
title = {Learning the model-free linear quadratic regulator via random search},
booktitle = {Proceedings of Machine Learning Research, 2nd Annual Conference on Learning for Dynamics and Control},
year = {2020},
volume = {120},
pages = {1-9},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohsoljovL4DC20.pdf}
}


H. Mohammadi, M. Soltanolkotabi and M. R. Jovanovi'c, On the linear convergence of random search for discrete-time LQR, IEEE Control Syst. Lett., July, 2021, Vol. 5 (3), pp. 989-994
[BibTeX] [PDF]

@article{mohsoljovLCSS21,
author = {H. Mohammadi and M. Soltanolkotabi and M. R. Jovanović},
title = {On the linear convergence of random search for discrete-time LQR},
journal = {IEEE Control Syst. Lett.},
year = {2021},
volume = {5},
number = {3},
pages = {989-994},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohsoljovLCSS21.pdf}
}


H. Mohammadi, M. Soltanolkotabi and M. R. Jovanovi'c, Model-free linear quadratic regulator, Springer International PublishingIn Handbook of Reinforcement Learning and Control, 2021
[BibTeX] [PDF]

@incollection{mohsoljovRLC21,
author = {H. Mohammadi and M. Soltanolkotabi and M. R. Jovanović},
title = {Model-free linear quadratic regulator},
booktitle = {Handbook of Reinforcement Learning and Control},
publisher = {Springer International Publishing},
year = {2021},
note = {doi:10.1007/978-3-030-60990-0},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohsoljovRLC21.pdf}
}


H. Mohammadi, A. Zare, M. Soltanolkotabi and M. R. Jovanovi'c, Global exponential convergence of gradient methods over the nonconvex landscape of the linear quadratic regulator, In Proceedings of the 58th IEEE Conference on Decision and Control, 2019, pp. 7474-7479
[BibTeX] [PDF]

@inproceedings{mohzarsoljovCDC19,
author = {H. Mohammadi and A. Zare and M. Soltanolkotabi and M. R. Jovanović},
title = {Global exponential convergence of gradient methods over the nonconvex landscape of the linear quadratic regulator},
booktitle = {Proceedings of the 58th IEEE Conference on Decision and Control},
year = {2019},
pages = {7474-7479},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohzarsoljovCDC19.pdf}
}


H. Mohammadi, A. Zare, M. Soltanolkotabi and M. R. Jovanovi'c, Convergence and sample complexity of gradient methods for the model-free linear quadratic regulator problem, IEEE Trans. Automat. Control, 2019
[BibTeX] [PDF]

@article{mohzarsoljovTAC19,
author = {H. Mohammadi and A. Zare and M. Soltanolkotabi and M. R. Jovanović},
title = {Convergence and sample complexity of gradient methods for the model-free linear quadratic regulator problem},
journal = {IEEE Trans. Automat. Control},
year = {2019},
note = {conditionally accepted; also arXiv:1912.11899},
pdf = {https://arxiv.org/abs/1912.11899}
}


N. K. Dhingra, Optimization and control of large-scale networked systems, University of Minnesota, 2017
[BibTeX] [PDF]

@phdthesis{neil-phd17,
author = {N. K. Dhingra},
title = {Optimization and control of large-scale networked systems},
school = {University of Minnesota},
year = {2017},
pdf = {https://viterbi-web.usc.edu/~mihailo/theses/NeilDhingra-PhD.pdf}
}


J. W. Nichols and M. R. Jovanovi'c, Input-output analysis of high-speed jet noise, In Proceedings of the 2014 Summer Program, 2014, pp. 251-260
[BibTeX] [PDF]

@inproceedings{nicjovCTR14,
author = {J. W. Nichols and M. R. Jovanović},
title = {Input-output analysis of high-speed jet noise},
booktitle = {Proceedings of the 2014 Summer Program},
year = {2014},
pages = {251-260},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/nicjovCTR14.pdf}
}


S. Patterson, B. Bamieh, A. E. Abbadi and M. R. Jovanovi'c, On the feasibility of large-scale automated highways, In First International Workshop on Computational Transportation Science, 2008
[BibTeX]

@inproceedings{patbamabbjov08,
author = {S. Patterson and B. Bamieh and A. E. Abbadi and M. R. Jovanović},
title = {On the feasibility of large-scale automated highways},
booktitle = {First International Workshop on Computational Transportation Science},
year = {2008},
note = {(Invited paper)}
}


V. Purba, X. Wu, M. Sinha, S. V. Dhople and M. R. Jovanovi'c, Design of optimal coupling gains for synchronization of nonlinear oscillators, In Proceedings of the 54th IEEE Conference on Decision and Control, 2015, pp. 1310-1315
[BibTeX] [PDF]

@inproceedings{purwusindhojovCDC15,
author = {V. Purba and X. Wu and M. Sinha and S. V. Dhople and M. R. Jovanović},
title = {Design of optimal coupling gains for synchronization of nonlinear oscillators},
booktitle = {Proceedings of the 54th IEEE Conference on Decision and Control},
year = {2015},
pages = {1310-1315},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/purwusindhojovCDC15.pdf}
}


W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c, Low-complexity stochastic modeling of spatially-evolving flows, In Proceedings of the 2017 American Control Conference, 2017, pp. 3815-3820
[BibTeX] [PDF]

@inproceedings{ranzarhacjovACC17,
author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović},
title = {Low-complexity stochastic modeling of spatially-evolving flows},
booktitle = {Proceedings of the 2017 American Control Conference},
year = {2017},
pages = {3815-3820},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovACC17.pdf}
}


W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c, Low-complexity modeling of mode interactions in boundary layer flows, In Proceedings of the 2018 American Control Conference, 2018, pp. 134-139
[BibTeX] [PDF]

@inproceedings{ranzarhacjovACC18,
author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović},
title = {Low-complexity modeling of mode interactions in boundary layer flows},
booktitle = {Proceedings of the 2018 American Control Conference},
year = {2018},
pages = {134-139},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovACC18.pdf}
}


W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c, Relating global and local stochastic receptivity analysis of boundary layer flows, In Proceedings of the 2019 American Control Conference, 2019, pp. 3212-3217
[BibTeX] [PDF]

@inproceedings{ranzarhacjovACC19,
author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović},
title = {Relating global and local stochastic receptivity analysis of boundary layer flows},
booktitle = {Proceedings of the 2019 American Control Conference},
year = {2019},
pages = {3212-3217},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovACC19.pdf}
}


W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c, Boundary layer receptivity analysis via the algebraic Lyapunov equation, In Proceedings of the 2020 AIAA SciTech Forum and Exposition, 2020, pp. 0109 (15 pages)
[BibTeX] [PDF]

@inproceedings{ranzarhacjovAIAA20,
author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović},
title = {Boundary layer receptivity analysis via the algebraic Lyapunov equation},
booktitle = {Proceedings of the 2020 AIAA SciTech Forum and Exposition},
year = {2020},
pages = {0109 (15 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovAIAA20.pdf}
}


W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c, Low-complexity stochastic modeling of spatially-evolving flows, In Proceedings of the 2016 Summer Program, 2016, pp. 285-294
[BibTeX] [PDF]

@inproceedings{ranzarhacjovCTR16,
author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović},
title = {Low-complexity stochastic modeling of spatially-evolving flows},
booktitle = {Proceedings of the 2016 Summer Program},
year = {2016},
pages = {285-294},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovCTR16.pdf}
}


W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c, Modeling mode interactions in boundary layer flows via Parabolized Floquet Equations, Phys. Rev. Fluids, February, 2019, Vol. 4 (2), pp. 023901 (22 pages)
[BibTeX] [PDF]

@article{ranzarhacjovPRF19a,
author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović},
title = {Modeling mode interactions in boundary layer flows via Parabolized Floquet Equations},
journal = {Phys. Rev. Fluids},
year = {2019},
volume = {4},
number = {2},
pages = {023901 (22 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovPRF19.pdf}
}


W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c, Stochastic receptivity analysis of boundary layer flow, Phys. Rev. Fluids, September, 2019, Vol. 4 (9), pp. 093901 (28 pages)
[BibTeX] [PDF]

@article{ranzarhacjovPRF19b,
author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović},
title = {Stochastic receptivity analysis of boundary layer flow},
journal = {Phys. Rev. Fluids},
year = {2019},
volume = {4},
number = {9},
pages = {093901 (28 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovPRF19b.pdf}
}


W. Ran, A. Zare and M. R. Jovanovi'c, Drag reduction in turbulent channel flow over spatially periodic surfaces, In Proceedings of the 58th IEEE Conference on Decision and Control, 2019, pp. 5918-5923
[BibTeX] [PDF]

@inproceedings{ranzarjovCDC19,
author = {W. Ran and A. Zare and M. R. Jovanović},
title = {Drag reduction in turbulent channel flow over spatially periodic surfaces},
booktitle = {Proceedings of the 58th IEEE Conference on Decision and Control},
year = {2019},
pages = {5918-5923},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarjovCDC19.pdf}
}


W. Ran, A. Zare and M. R. Jovanovi'c, Model-based design of riblets for turbulent drag reduction, J. Fluid Mech., January, 2021, Vol. 906, pp. A7 (38 pages)
[BibTeX] [PDF]

@article{ranzarjovJFM21,
author = {W. Ran and A. Zare and M. R. Jovanović},
title = {Model-based design of riblets for turbulent drag reduction},
journal = {J. Fluid Mech.},
year = {2021},
volume = {906},
pages = {A7 (38 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarjovJFM21.pdf}
}


W. Ran, A. Zare and M. R. Jovanovi'c, Frequency-response analysis of riblets for turbulent drag reduction, In Proceedings of the 24th International Symposium on Mathematical Theory of Network and Systems, 2020
[BibTeX]

@inproceedings{ranzarjovMTNS20,
author = {W. Ran and A. Zare and M. R. Jovanović},
title = {Frequency-response analysis of riblets for turbulent drag reduction},
booktitle = {Proceedings of the 24th International Symposium on Mathematical Theory of Network and Systems},
year = {2020}
}


W. Ran, A. Zare, J. W. Nichols and M. R. Jovanovi'c, The effect of sponge layers on global stability analysis of Blasius boundary layer flow, In Proceedings of the 47th AIAA Fluid Dynamics Conference, 2017, pp. 3456 (12 pages)
[BibTeX] [PDF]

@inproceedings{ranzarnicjovAIAA17,
author = {W. Ran and A. Zare and J. W. Nichols and M. R. Jovanović},
title = {The effect of sponge layers on global stability analysis of Blasius boundary layer flow},
booktitle = {Proceedings of the 47th AIAA Fluid Dynamics Conference},
year = {2017},
pages = {3456 (12 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarnicjovAIAA17.pdf}
}


R. Moarref, Model-based control of transitional and turbulent wall-bounded shear flows, University of Minnesota, 2012
[BibTeX] [PDF]

@phdthesis{rashad-phd12,
author = {R. Moarref},
title = {Model-based control of transitional and turbulent wall-bounded shear flows},
school = {University of Minnesota},
year = {2012},
}


Z. B. Ribar, M. R. Jovanovi'c and R. Z. Jovanovi'c, Application of practical straight-line tracking in the process industry, In Proceedings of the 41th ETRAN Conference, June, 1997, Vol. 1, pp. 444-447
[BibTeX]

@inproceedings{ribjovjov97,
author = {Z. B. Ribar and M. R. Jovanović and R. Z. Jovanović},
title = {Application of practical straight-line tracking in the process industry},
booktitle = {Proceedings of the 41th ETRAN Conference},
year = {1997},
volume = {1},
pages = {444-447}
}


Z. B. Ribar, D. V. Lazi'c and M. R. Jovanovi'c, Application of practical exponential tracking in fluid transportation industry, In Proceedings of the 14th International Conference on Material Handling and Warehousing, December, 1996, pp. 5.65-5.70
[BibTeX]

@inproceedings{riblazjov96,
author = {Z. B. Ribar and D. V. Lazić and M. R. Jovanović},
title = {Application of practical exponential tracking in fluid transportation industry},
booktitle = {Proceedings of the 14th International Conference on Material Handling and Warehousing},
year = {1996},
pages = {5.65-5.70}
}


S. Samuelson, H. Mohammadi and M. R. Jovanovi'c, Transient growth of accelerated first-order methods, In Proceedings of the 2020 American Control Conference, 2020, pp. 2858-2863
[BibTeX] [PDF]

@inproceedings{sammohjovACC20,
author = {S. Samuelson and H. Mohammadi and M. R. Jovanović},
title = {Transient growth of accelerated first-order methods},
booktitle = {Proceedings of the 2020 American Control Conference},
year = {2020},
pages = {2858-2863},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/sammohjovACC20.pdf}
}


S. Samuelson, H. Mohammadi and M. R. Jovanovi'c, On the transient growth of Nesterov's accelerated method for strongly convex optimization problems, In Proceedings of the 59th IEEE Conference on Decision and Control, 2020, pp. 5911-5916
[BibTeX] [PDF]

@inproceedings{sammohjovCDC20,
author = {S. Samuelson and H. Mohammadi and M. R. Jovanović},
title = {On the transient growth of Nesterov's accelerated method for strongly convex optimization problems},
booktitle = {Proceedings of the 59th IEEE Conference on Decision and Control},
year = {2020},
pages = {5911-5916},
note = {(Invited paper)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/sammohjovCDC20.pdf}
}


T. Sayadi, J. W. Nichols, P. J. Schmid and M. R. Jovanovi'c, Dynamic mode decomposition of H-type transition to turbulence, In Proceedings of the 2012 Summer Program, 2012, pp. 5-14
[BibTeX]

@inproceedings{saynicschjovCTR12,
author = {T. Sayadi and J. W. Nichols and P. J. Schmid and M. R. Jovanović},
title = {Dynamic mode decomposition of H-type transition to turbulence},
booktitle = {Proceedings of the 2012 Summer Program},
year = {2012},
pages = {5-14}
}


S. Hassan-Moghaddam, Analysis, design, and optimization of large-scale networks of dynamical systems, University of Southern California, 2019
[BibTeX] [PDF]

@phdthesis{sepideh-phd19,
title = {Analysis, design, and optimization of large-scale networks of dynamical systems},
school = {University of Southern California},
year = {2019},
}


S. Y. Shafi, M. Arcak and M. R. Jovanovi'c, Synchronization of limit cycle oscillations in diffusively-coupled systems, In Proceedings of the 2013 American Control Conference, 2013, pp. 4874-4879
[BibTeX]

@inproceedings{shaarcjovACC13,
author = {S. Y. Shafi and M. Arcak and M. R. Jovanović},
title = {Synchronization of limit cycle oscillations in diffusively-coupled systems},
booktitle = {Proceedings of the 2013 American Control Conference},
year = {2013},
pages = {4874-4879}
}


S. Y. Shafi, M. Arcak, M. R. Jovanovi'c and A. Packard, Synchronization of diffusively-coupled limit cycle oscillators, Automatica, December, 2013, Vol. 49 (12), pp. 3613-3622
[BibTeX] [PDF]

@article{shaarcjovpacAUT13,
author = {S. Y. Shafi and M. Arcak and M. R. Jovanović and A. Packard},
title = {Synchronization of diffusively-coupled limit cycle oscillators},
journal = {Automatica},
year = {2013},
volume = {49},
number = {12},
pages = {3613-3622},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/shaarcjovpacAUT13.pdf}
}


P. Sfhrestha, A. Dwivedi, N. Hildebrand, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler, Interaction of an oblique shock with a transitional Mach 5.65 boundary layer, In Proceedings of the 46th AIAA Fluid Dynamics Conference, 2016, pp. 3647 (14 pages)
[BibTeX] [PDF]

@inproceedings{shrdwihilnicjovcanAIAA16,
author = {P. Sfhrestha and A. Dwivedi and N. Hildebrand and J. W. Nichols and M. R. Jovanović and G. V. Candler},
title = {Interaction of an oblique shock with a transitional Mach 5.65 boundary layer},
booktitle = {Proceedings of the 46th AIAA Fluid Dynamics Conference},
year = {2016},
pages = {3647 (14 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/shrdwihilnicjovcanAIAA16.pdf}
}


P. Shrestha, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler, Study of trip-induced hypersonic boundary layer transition, In Proceedings of the 47th AIAA Fluid Dynamics Conference, 2017, pp. 4513 (21 pages)
[BibTeX] [PDF]

@inproceedings{shrnicjovcanAIAA17,
author = {P. Shrestha and J. W. Nichols and M. R. Jovanović and G. V. Candler},
title = {Study of trip-induced hypersonic boundary layer transition},
booktitle = {Proceedings of the 47th AIAA Fluid Dynamics Conference},
year = {2017},
pages = {4513 (21 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/shrnicjovcanAIAA17.pdf}
}


V. L. Thomas, B. K. Lieu, M. R. Jovanovi'c, B. F. Farrell, P. J. Ioannou and D. F. Gayme, Self-sustaining turbulence in a restricted nonlinear model of plane Couette flow, Phys. Fluids, October, 2014, Vol. 26 (10), pp. 105112 (17 pages)
[BibTeX] [PDF]

@article{tholiejovfarioagayPOF14,
author = {V. L. Thomas and B. K. Lieu and M. R. Jovanović and B. F. Farrell and P. J. Ioannou and D. F. Gayme},
title = {Self-sustaining turbulence in a restricted nonlinear model of plane Couette flow},
journal = {Phys. Fluids},
year = {2014},
volume = {26},
number = {10},
pages = {105112 (17 pages)},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tholiejovfarioagayPOF14.pdf}
}


W. Ran, Modeling and analysis of parallel and spatially-evolving wall-bounded shear flows, University of Southern California, 2020
[BibTeX] [PDF]

@phdthesis{wei-phd20,
author = {W. Ran},
title = {Modeling and analysis of parallel and spatially-evolving wall-bounded shear flows},
school = {University of Southern California},
year = {2020},
pdf = {https://viterbi-web.usc.edu/~mihailo/theses/WeiRan-PhD.pdf}
}


X. Wu, F. D"orfler and M. R. Jovanovi'c, Topology identification and design of distributed integral action in power networks, In Proceedings of the 2016 American Control Conference, 2016, pp. 5921-5926
[BibTeX] [PDF]

@inproceedings{wudorjovACC16,
author = {X. Wu and F. Dörfler and M. R. Jovanović},
title = {Topology identification and design of distributed integral action in power networks},
booktitle = {Proceedings of the 2016 American Control Conference},
year = {2016},
pages = {5921-5926},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/wudorjovACC16.pdf}
}


X. Wu, F. D"orfler and M. R. Jovanovi'c, Decentralized optimal control of inter-area oscillations in bulk power systems, In Proceedings of the 54th IEEE Conference on Decision and Control, 2015, pp. 5532-5537
[BibTeX] [PDF]

@inproceedings{wudorjovCDC15,
author = {X. Wu and F. Dörfler and M. R. Jovanović},
title = {Decentralized optimal control of inter-area oscillations in bulk power systems},
booktitle = {Proceedings of the 54th IEEE Conference on Decision and Control},
year = {2015},
pages = {5532-5537},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/wudorjovCDC15.pdf}
}


X. Wu, F. D"orfler and M. R. Jovanovi'c, Analysis and design trade-offs for power network inter-area oscillations, In Proceedings of the 21st International Symposium on Mathematical Theory of Network and Systems, 2014, pp. 657-663
[BibTeX]

@inproceedings{wudorjovMTNS14,
author = {X. Wu and F. Dörfler and M. R. Jovanović},
title = {Analysis and design trade-offs for power network inter-area oscillations},
booktitle = {Proceedings of the 21st International Symposium on Mathematical Theory of Network and Systems},
year = {2014},
pages = {657-663},
note = {(Invited paper)}
}


X. Wu, F. D"orfler and M. R. Jovanovi'c, Input-output analysis and decentralized optimal control of inter-area oscillations in power systems, IEEE Trans. Power Syst., May, 2016, Vol. 31 (3), pp. 2434-2444
[BibTeX] [PDF]

@article{wudorjovTPS16,
author = {X. Wu and F. Dörfler and M. R. Jovanović},
title = {Input-output analysis and decentralized optimal control of inter-area oscillations in power systems},
journal = {IEEE Trans. Power Syst.},
year = {2016},
volume = {31},
number = {3},
pages = {2434-2444},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/wudorjovTPS16.pdf}
}


X. Wu and M. R. Jovanovi'c, Sparsity-promoting optimal control of consensus and synchronization networks, In Proceedings of the 2014 American Control Conference, 2014, pp. 2948-2953
[BibTeX]

@inproceedings{wujovACC14,
author = {X. Wu and M. R. Jovanović},
title = {Sparsity-promoting optimal control of consensus and synchronization networks},
booktitle = {Proceedings of the 2014 American Control Conference},
year = {2014},
pages = {2948-2953}
}


X. Wu and M. R. Jovanovi'c, Sparsity-promoting optimal control of systems with symmetries, consensus and synchronization networks, Syst. Control Lett., May, 2017, Vol. 103, pp. 1-8
[BibTeX] [PDF]

@article{wujovSCL17,
author = {X. Wu and M. R. Jovanović},
title = {Sparsity-promoting optimal control of systems with symmetries, consensus and synchronization networks},
journal = {Syst. Control Lett.},
year = {2017},
volume = {103},
pages = {1-8},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/wujovSCL17.pdf}
}


X. Wu, Sparsity-promoting optimal control of power networks, University of Minnesota, 2016
[BibTeX] [PDF]

@phdthesis{xiaofan-phd16,
author = {X. Wu},
title = {Sparsity-promoting optimal control of power networks},
school = {University of Minnesota},
year = {2016},
pdf = {https://viterbi-web.usc.edu/~mihailo/theses/XiaofanWu-PhD.pdf}
}


A. Zare, Y. Chen, M. R. Jovanovi'c and T. T. Georgiou, An alternating minimization algorithm for structured covariance completion problems, In Proceedings of the 22nd International Symposium on Mathematical Theory of Network and Systems, 2016, pp. 117-119
[BibTeX] [PDF]

@inproceedings{zarchejovgeoMTNS16,
author = {A. Zare and Y. Chen and M. R. Jovanović and T. T. Georgiou},
title = {An alternating minimization algorithm for structured covariance completion problems},
booktitle = {Proceedings of the 22nd International Symposium on Mathematical Theory of Network and Systems},
year = {2016},
pages = {117-119},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarchejovgeoMTNS16.pdf}
}


A. Zare, Y. Chen, M. R. Jovanovi'c and T. T. Georgiou, Low-complexity modeling of partially available second-order statistics: theory and an efficient matrix completion algorithm, IEEE Trans. Automat. Control, March, 2017, Vol. 62 (3), pp. 1368-1383
[BibTeX] [PDF]

@article{zarchejovgeoTAC17,
author = {A. Zare and Y. Chen and M. R. Jovanović and T. T. Georgiou},
title = {Low-complexity modeling of partially available second-order statistics: theory and an efficient matrix completion algorithm},
journal = {IEEE Trans. Automat. Control},
year = {2017},
volume = {62},
number = {3},
pages = {1368-1383},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarchejovgeoTAC17.pdf}
}


A. Zare, N. K. Dhingra, M. R. Jovanovi'c and T. T. Georgiou, Structured covariance completion via proximal algorithms, In Proceedings of the 56th IEEE Conference on Decision and Control, 2017, pp. 3775-3780
[BibTeX] [PDF]

@inproceedings{zardhijovgeoCDC17,
author = {A. Zare and N. K. Dhingra and M. R. Jovanović and T. T. Georgiou},
title = {Structured covariance completion via proximal algorithms},
booktitle = {Proceedings of the 56th IEEE Conference on Decision and Control},
year = {2017},
pages = {3775-3780},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zardhijovgeoCDC17.pdf}
}


A. Zare, T. T. Georgiou and M. R. Jovanovi'c, Stochastic dynamical modeling of turbulent flows, Annu. Rev. Control Robot. Auton. Syst., May, 2020, Vol. 3, pp. 195-219
[BibTeX] [PDF]

@article{zargeojovARC20,
author = {A. Zare and T. T. Georgiou and M. R. Jovanović},
title = {Stochastic dynamical modeling of turbulent flows},
journal = {Annu. Rev. Control Robot. Auton. Syst.},
year = {2020},
volume = {3},
pages = {195-219},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zargeojovARC20.pdf}
}


A. Zare and M. R. Jovanovi'c, Optimal sensor selection via proximal optimization algorithms, In Proceedings of the 57th IEEE Conference on Decision and Control, 2018, pp. 6514-6519
[BibTeX] [PDF]

@inproceedings{zarjovCDC18,
author = {A. Zare and M. R. Jovanović},
title = {Optimal sensor selection via proximal optimization algorithms},
booktitle = {Proceedings of the 57th IEEE Conference on Decision and Control},
year = {2018},
pages = {6514-6519},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovCDC18.pdf}
}


A. Zare, M. R. Jovanovi'c and T. T. Georgiou, Completion of partially known turbulent flow statistics, In Proceedings of the 2014 American Control Conference, 2014, pp. 1680-1685
[BibTeX]

@inproceedings{zarjovgeoACC14,
author = {A. Zare and M. R. Jovanović and T. T. Georgiou},
title = {Completion of partially known turbulent flow statistics},
booktitle = {Proceedings of the 2014 American Control Conference},
year = {2014},
pages = {1680-1685},
note = {(Invited paper; Finalist, Best Student Paper Award)}
}


A. Zare, M. R. Jovanovi'c and T. T. Georgiou, Alternating direction optimization algorithms for covariance completion problems, In Proceedings of the 2015 American Control Conference, 2015, pp. 515-520
[BibTeX] [PDF]

@inproceedings{zarjovgeoACC15,
author = {A. Zare and M. R. Jovanović and T. T. Georgiou},
title = {Alternating direction optimization algorithms for covariance completion problems},
booktitle = {Proceedings of the 2015 American Control Conference},
year = {2015},
pages = {515-520},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovgeoACC15.pdf}
}


A. Zare, M. R. Jovanovi�c and T. T. Georgiou, Perturbation of system dynamics and the covariance completion problem, In Proceedings of the 55th IEEE Conference on Decision and Control, 2016, pp. 7036-7041
[BibTeX] [PDF]

@inproceedings{zarjovgeoCDC16,
author = {A. Zare and M. R. Jovanovi�c and T. T. Georgiou},
title = {Perturbation of system dynamics and the covariance completion problem},
booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control},
year = {2016},
pages = {7036-7041},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovgeoCDC16.pdf}
}


A. Zare, M. R. Jovanovi'c and T. T. Georgiou, Completion of partially known turbulent flow statistics via convex optimization, In Proceedings of the 2014 Summer Program, 2014, pp. 345-354
[BibTeX] [PDF]

@inproceedings{zarjovgeoCTR14,
author = {A. Zare and M. R. Jovanović and T. T. Georgiou},
title = {Completion of partially known turbulent flow statistics via convex optimization},
booktitle = {Proceedings of the 2014 Summer Program},
year = {2014},
pages = {345-354},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovgeoCTR14.pdf}
}


A. Zare, M. R. Jovanovi'c and T. T. Georgiou, Colour of turbulence, J. Fluid Mech., February, 2017, Vol. 812, pp. 636-680
[BibTeX] [PDF]

@article{zarjovgeoJFM17,
author = {A. Zare and M. R. Jovanović and T. T. Georgiou},
title = {Colour of turbulence},
journal = {J. Fluid Mech.},
year = {2017},
volume = {812},
pages = {636-680},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovgeoJFM17.pdf}
}


A. Zare, B. K. Lieu and M. R. Jovanovi'c, Turbulent drag reduction by streamwise traveling waves, In Proceedings of the 51th IEEE Conference on Decision and Control, 2012, pp. 3122-3126
[BibTeX]

@inproceedings{zarliejovCDC12,
author = {A. Zare and B. K. Lieu and M. R. Jovanović},
title = {Turbulent drag reduction by streamwise traveling waves},
booktitle = {Proceedings of the 51th IEEE Conference on Decision and Control},
year = {2012},
pages = {3122-3126}
}


A. Zare, H. Mohammadi, N. K. Dhingra, T. T. Georgiou and M. R. Jovanovi'c, Proximal algorithms for large-scale statistical modeling and sensoractuator selection/, IEEE Trans. Automat. Control, August, 2020, Vol. 65 (8), pp. 3441-3456
[BibTeX] [PDF]

@article{zarmohdhigeojovTAC20,
author = {A. Zare and H. Mohammadi and N. K. Dhingra and T. T. Georgiou and M. R. Jovanović},
title = {Proximal algorithms for large-scale statistical modeling and sensor/actuator selection},
journal = {IEEE Trans. Automat. Control},
year = {2020},
volume = {65},
number = {8},
pages = {3441-3456},
pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarmohdhigeojovTAC20.pdf}
}


D. M. Zoltowski, N. K. Dhingra, F. Lin and M. R. Jovanovi'c, Sparsity-promoting optimal control of spatially-invariant systems, In Proceedings of the 2014 American Control Conference, 2014, pp. 1261-1266
[BibTeX]

@inproceedings{zoldhilinjovACC14,
author = {D. M. Zoltowski and N. K. Dhingra and F. Lin and M. R. Jovanović},
title = {Sparsity-promoting optimal control of spatially-invariant systems},
booktitle = {Proceedings of the 2014 American Control Conference},
year = {2014},
pages = {1261-1266}
}


# Channel flow of a viscoelastic fluid

In the absence of inertia, the frequency response of the linearized Oldroyd-B constitutive equations that govern the dynamics of 2D flow fluctuations in the streamwise/wall-normal plane $$(x,y)$$ can be represented as

\begin{aligned} \left[\mathcal A(\omega) \,\phi(\cdot)\right] (y) \;&=\; \left[\mathcal B(\omega) \, {\mathbf d} (\cdot)\right](y), \\[0.1cm] \boldsymbol \xi (y) \;&=\; \left[\mathcal C(\omega)\,\phi(\cdot)\right](y), \\[0.1cm] [\mathcal{L}_{\pm 1} \, \phi(\cdot)] (\pm 1) \;&=\; 0, \end{aligned}\label{eq:sysRep}

by eliminating pressure and stress fluctuations from the model. Here, $${\boldsymbol \xi} = [\, u\;\;v \,]^T$$ is the velocity fluctuation vector, $${\mathbf d} = [\, d_u \;\; d_v \,]^T$$ is the body force fluctuation vector, $$\phi$$ is the streamfunction (so that the streamwise and wall-normal velocity components are given by $$u = {\mathrm D} \phi$$ and $$v = -{\mathrm i} k_x \phi$$, $$\mathrm D = \mathrm d / \mathrm d y$$, $$k_x$$ is the streamwise wavenumber, and

\begin{align} \mathcal A(\omega) \;=\; \sum_{n \, = \, 0}^4 a_n(y,\omega) \mathrm D^n, \quad \mathcal B \;=\; \left[ \begin{array}{cc} \mathrm D & - {\mathrm i} k_x \end{array} \right], \quad \mathcal C \;=\; \left[ \begin{array}{c} \mathrm D \\ -{\mathrm i} k_x \end{array} \right], \quad \mathcal{L}_{\pm 1} \;=\; \left[ \begin{array}{c} I \\ \mathrm D \end{array} \right]. \label{eq:Coef} \end{align}

Expressions for coefficients $$a_n(y,\omega)$$ in Eq. $$\eqref{eq:Coef}$$ are provided in Appendix D of Lieu and Jovanovic and in the accompanying paper.

## Frequency response analysis

### Problem

For Weissenberg numbers that range from $$1$$ and $$20$$, compute the principal singular value of the frequency response operator associated with 2D velocity fluctuations in inertialess channel flow of an Oldroyd-B fluid with $$\beta = 0.5$$, $$k_x = 1$$, and $$\omega = 0$$.

### Solution

Frequency responses for this system can be computed using SVDFR in Matlab as shown below. Chebfun uses the regular eigenvalue solver eig for discretized matrices of sizes that are less than 2000, for sizes that exceed 2000, Chebfun calls the sparse eigenvalue solver, eigs. Discretized matrix size exceed 2000 when excessively large number of Chebyshev polynomials are used.

Such a large number of Chebyshev polynomials are required for frequency response calculations in viscoelastic flows. However, as our algorithm solves a generalized eigenvalue problem (see Algorithm), the sparse solver will either fail, or return infinity as the largest eigenvalue.

Hence for systems that need a large number of Chebyshev polynomials for good resolution, we provide the ’inverse’ option. This option signals SVDFR to solve for the inverse of the singular value, wherein the Matlab's eigs function uses the ’SM’ (smallest magnitude) option (see Algorithm for more details).

SVD of the frequency response operator
% Frequency response analysis for 2D inertialess channel flow of a viscoelastic fluid

% Set problem data
Weval = 1:20; % Weissenberg numbers
beta = 0.5;   % Viscosity ratio
omega = 0;    % temporal frequency
kx = 1;       % streamwise wavenumber
k2 = kx*kx;   % kx^2

% Flow type
type = 'Couette'; % or 'Poiseuille';

% Singular values
svals = zeros(20,1);

for ind = 1:length(svals)
We = Weval(ind);
ii = sqrt(-1);
Re = 0;

A = chebop([-1,1]);  % Operator A
B = chebop([-1,1]);  % Operator B
C = chebop([-1,1]);  % Operator C

y = chebfun('y');

%----------------------------------------------------------%
% ------- Specify the coefficients a0, a1, a2, a3, a4.-----%
%----------------------------------------------------------%

A.op = @(x,v) (diff(v,4) + a3*diff(v,3) + a2*diff(v,2) + a1*diff(v) + a0*v);
B.op = @(x,dx,dy)(b0*diff(dx) + b1*dy);
C.op = @(x,v)[diff(v);-ii*kx*v];

% Boundary conditions:
A.lbc = @(v) [diff(v);v];
A.rbc = @(v) [diff(v);v];

cheboppref.setDefaults('maxDimension',2000);
lam = svdfr(A,B,C,1,'inverse');
svals(ind) = 1./lam';
disp(ind)
end

%% Plot
plot(Wes,abs(real(lambdas(:))),'-*k')
ylabel('$\sigma_0$');
xlabel('$W\!e$');
axis tight
ax = gca;
print('-painters','-dsvg','docs/pics/Code5');
`