1. S. Hassan-Moghaddam and M. R. Jovanovic. Topology design for stochastically-forced consensus networks. IEEE Trans. Control Netw. Syst., 2017. Note: Doi:10.1109/TCNS.2017.2674962; also arXiv:1506.03437v3. Keyword(s): Consensus, Convex optimization, Distributed control, Interior point method, Proximal gradient method, Proximal Newton method, Sparse graphs, Topology design. [bibtex-entry]



2. X. Wu and M. R. Jovanovic. Sparsity-promoting optimal control of systems with symmetries, consensus and synchronization networks. Syst. Control Lett., 2017. Note: Doi:10.1016/j.sysconle.2017.02.007. Keyword(s): Alternating direction method of multipliers, Consensus and synchronization networks, Distributed systems, Regularization, Sparsity-promoting optimal control, Spatially-invariant systems. [bibtex-entry]



3. A. Zare, Y. Chen, M. R. Jovanovic, and T. T. Georgiou. Low-complexity modeling of partially available second-order statistics: theory and an efficient matrix completion algorithm. IEEE Trans. Automat. Control, 2017. Note: Doi:10.1109/TAC.2016.2595761; also arXiv:1412.3399. Keyword(s): Alternating minimization algorithm, Convex optimization, Disturbance dynamics, Low-rank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances. [bibtex-entry]



4. A. Zare, M. R. Jovanovic, and T. T. Georgiou. Colour of turbulence. J. Fluid Mech., 812:636-680, February 2017. Keyword(s): Colored noise, Convex optimization, Disturbance dynamics, Flow modeling and control, Low-complexity modeling, Low-rank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances, Turbulence modeling. [bibtex-entry]

1. N. K. Dhingra, M. Colombino, M. R. Jovanovic, A. Rantzer, and R. S. Smith. On the optimal control problem for a class of monotone bilinear systems. Syst. Control Lett., 2016. Note: Submitted; also arXiv:1611.09984. Keyword(s): Combination drug therapy, Decentralized control, Monotone systems, Positive systems, Structured optimal control. [bibtex-entry]



2. N. K. Dhingra and M. R. Jovanovic. The proximal augmented Lagrangian method for nonsmooth composite optimization. IEEE Trans. Automat. Control, 2016. Note: Submitted; also arXiv:1610.04514. Keyword(s): Augmented Lagrangian, Method of multipliers, Non-smooth optimization, Proximal methods, Regularization, Sparsity-promoting optimal control, Structured optimal control, Structure identification. [bibtex-entry]



3. J. Jeun, J. W. Nichols, and M. R. Jovanovic. Input-output analysis of high-speed axisymmetric isothermal jet noise. Phys. Fluids, 28(4):047101 (20 pages), April 2016. Note: (Editor's Pick). Keyword(s): Acoustics, Flow modeling and control, Input-output analysis, Jet noise. [bibtex-entry]



4. M. R. Jovanovic and N. K. Dhingra. Controller architectures: tradeoffs between performance and structure. Eur. J. Control, 30:76-91, July 2016. Keyword(s): Controller architecture, Convex optimization, Distributed control, Networks of dynamical systems, Non-smooth optimization, Performance vs. complexity, Regularization, Sparsity-promoting optimal control, Structured optimal control, Structure identification. [bibtex-entry]



5. X. Wu, F. Dörfler, and M. R. Jovanovic. Input-output analysis and decentralized optimal control of inter-area oscillations in power systems. IEEE Trans. Power Syst., 31(3):2434-2444, May 2016. Keyword(s): Alternating direction method of multipliers, Performance of large-scale networks, Power networks, Sparsity-promoting optimal control, Synchronization, Wide-area control. [bibtex-entry]

1. F. Dörfler, M. R. Jovanovic, M. Chertkov, and F. Bullo. Sparsity-promoting optimal wide-area control of power networks. IEEE Trans. Power Syst., 29(5):2281-2291, September 2014. Keyword(s): Alternating direction method of multipliers, Power networks, Sparsity-promoting optimal control, Wide-area control. [bibtex-entry]



2. M. Fardad, F. Lin, and M. R. Jovanovic. Design of optimal sparse interconnection graphs for synchronization of oscillator networks. IEEE Trans. Automat. Control, 59(9):2457-2462, September 2014. Keyword(s): Distributed control, Oscillator networks, Sparse graphs, Synchronization. [bibtex-entry]



3. M. R. Jovanovic, P. J. Schmid, and J. W. Nichols. Sparsity-promoting dynamic mode decomposition. Phys. Fluids, 26(2):024103 (22 pages), February 2014. Keyword(s): Dynamic Mode Decomposition, Flow modeling and control, Convex optimization, Sparsity. [bibtex-entry]



4. F. Lin, M. Fardad, and M. R. Jovanovic. Algorithms for leader selection in stochastically forced consensus networks. IEEE Trans. Automat. Control, 59(7):1789-1802, July 2014. Keyword(s): Alternating direction method of multipliers, Consensus networks, Convex optimization, Greedy algorithm, Leader selection, Performance bounds, Sparsity. [bibtex-entry]



5. R. Moarref, M. R. Jovanovic, 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, 26(5):051701 (7 pages), May 2014. Keyword(s): Flow modeling and control, Convex optimization, Low-rank approximation. [bibtex-entry]



6. V. L. Thomas, B. K. Lieu, M. R. Jovanovic, B. F. Farrell, P. J. Ioannou, and D. F. Gayme. Self-sustaining turbulence in a restricted nonlinear model of plane Couette flow. Phys. Fluids, 26(10):105112 (17 pages), October 2014. Keyword(s): Flow modeling and control, Navier-Stokes equations, Input-output analysis, Energy amplification, Transition to turbulence. [bibtex-entry]

1. B. K. Lieu and M. R. Jovanovic. Computation of frequency responses for linear time-invariant PDEs on a compact interval. J. Comput. Phys., 250:246-269, October 2013. Keyword(s): Distributed systems theory, Computational tools for spatially distributed systems, Uncertainty quantification in PDEs. [bibtex-entry]



2. B. K. Lieu, M. R. Jovanovic, and S. Kumar. Worst-case amplification of disturbances in inertialess Couette flow of viscoelastic fluids. J. Fluid Mech., 723:232-263, May 2013. Keyword(s): Flow modeling and control, Viscoelastic fluids, Input-output analysis, Elastic turbulence, Transition to turbulence, Uncertainty quantification in PDEs, Worst-case amplification. [bibtex-entry]



3. F. Lin, M. Fardad, and M. R. Jovanovic. Design of optimal sparse feedback gains via the alternating direction method of multipliers. IEEE Trans. Automat. Control, 58(9):2426-2431, September 2013. Keyword(s): Alternating direction method of multipliers, Architectural issues in distributed control design, Cardinality minimization, Distributed control, Optimization, Sparsity-promoting optimal control. [bibtex-entry]



4. S. Y. Shafi, M. Arcak, M. R. Jovanovic, and A. Packard. Synchronization of diffusively-coupled limit cycle oscillators. Automatica, 49(12):3613-3622, December 2013. Keyword(s): Biochemical networks, Diffusively coupled systems, Time-periodic systems, Synchronization, Uncertainty quantification in PDEs. [bibtex-entry]

1. B. Bamieh, M. R. Jovanovic, P. Mitra, and S. Patterson. Coherence in large-scale networks: dimension dependent limitations of local feedback. IEEE Trans. Automat. Control, 57(9):2235-2249, September 2012. Note: (2013 George S. Axelby Outstanding Paper Award). Keyword(s): Control of vehicular formations, Consensus, Large-scale networks, Fundamental limitations. [bibtex-entry]



2. F. Lin, M. Fardad, and M. R. Jovanovic. Optimal control of vehicular formations with nearest neighbor interactions. IEEE Trans. Automat. Control, 57(9):2203-2218, September 2012. Keyword(s): Architectural issues in distributed control design, Distributed control, Optimal localized control, Control of vehicular formations, Large-scale networks, Fundamental limitations. [bibtex-entry]



3. R. Moarref and M. R. Jovanovic. Model-based design of transverse wall oscillations for turbulent drag reduction. J. Fluid Mech., 707:205-240, September 2012. Keyword(s): Drag reduction, Control of turbulent flows, Flow modeling and control, Input-output analysis, Navier-Stokes equations, Parametric resonance, Perturbation analysis, Simulation-free design, Spanwise wall oscillations, Time-periodic systems, Vibrational control. [bibtex-entry]

1. M. Fardad and M. R. Jovanovic. Design of optimal controllers for spatially invariant systems with finite communication speed. Automatica, 47(5):880-889, May 2011. Keyword(s): Architectural issues in distributed control design, Distributed control, Optimal localized control. [bibtex-entry]



2. M. R. Jovanovic and S. Kumar. Nonmodal amplification of stochastic disturbances in strongly elastic channel flows. J. Non-Newtonian Fluid Mech., 166(14-15):755-778, August 2011. Keyword(s): Flow modeling and control, Viscoelastic fluids, Input-output analysis, Energy amplification, Elastic turbulence, Transition to turbulence, Singular perturbation methods. [bibtex-entry]



3. F. Lin, M. Fardad, and M. R. Jovanovic. Augmented Lagrangian approach to design of structured optimal state feedback gains. IEEE Trans. Automat. Control, 56(12):2923-2929, December 2011. Keyword(s): Architectural issues in distributed control design, Distributed control, Optimal localized control. [bibtex-entry]

1. M. R. Jovanovic. On the optimality of localized distributed controllers. Int. J. Systems, Control and Communications, 2(1/2/3):82-99, 2010. Note: Special issue on Information Processing and Decision Making in Distributed Control Systems. Keyword(s): Architectural issues in distributed control design, Distributed control, Localized control. [bibtex-entry]



2. M. R. Jovanovic and S. Kumar. Transient growth without inertia. Phys. Fluids, 22(2):023101 (19 pages), February 2010. Keyword(s): Flow modeling and control, Viscoelastic fluids, Input-output analysis, Energy amplification, Elastic turbulence, Transition to turbulence. [bibtex-entry]



3. B. K. Lieu, R. Moarref, and M. R. Jovanovic. Controlling the onset of turbulence by streamwise traveling waves. Part 2: Direct numerical simulations. J. Fluid Mech., 663:100-119, November 2010. Keyword(s): Controlling the onset of turbulence, Direct numerical simulations, Energy amplification, Flow modeling and control, Input-output analysis, Navier-Stokes equations, Parametric resonance, Relaminarization, Spatially-periodic systems, Traveling waves, Turbulent flows, Vibrational control. [bibtex-entry]



4. R. Moarref and M. R. Jovanovic. Controlling the onset of turbulence by streamwise traveling waves. Part 1: Receptivity analysis. J. Fluid Mech., 663:70-99, November 2010. Keyword(s): Controlling the onset of turbulence, Energy amplification, Flow modeling and control, Input-output analysis, Navier-Stokes equations, Parametric resonance, Perturbation analysis, Simulation-free design, Spatially-periodic systems, Traveling waves, Vibrational control. [bibtex-entry]

1. N. Hoda, M. R. Jovanovic, and S. Kumar. Frequency responses of streamwise-constant perturbations in channel flows of Oldroyd-B fluids. J. Fluid Mech., 625:411-434, April 2009. Keyword(s): Flow modeling and control, Viscoelastic fluids, Input-output analysis, Energy amplification, Transition to turbulence. [bibtex-entry]



2. F. Lin and M. R. Jovanovic. Least-squares approximation of structured covariances. IEEE Trans. Automat. Control, 54(7):1643-1648, July 2009. Keyword(s): Optimization, Large-scale systems, Least-squares approximation, Structured covariances. [bibtex-entry]

1. M. Fardad, M. R. Jovanovic, and B. Bamieh. Frequency analysis and norms of distributed spatially periodic systems. IEEE Trans. Automat. Control, 53(10):2266-2279, November 2008. Keyword(s): Distributed systems theory, Input-output analysis, Spatially-periodic systems, Uncertainty quantification in PDEs. [bibtex-entry]



2. N. Hoda, M. R. Jovanovic, and S. Kumar. Energy amplification in channel flows of viscoelastic fluids. J. Fluid Mech., 601:407-424, April 2008. Keyword(s): Flow modeling and control, Viscoelastic fluids, Input-output analysis, Energy amplification, Transition to turbulence. [bibtex-entry]



3. M. R. Jovanovic. Turbulence suppression in channel flows by small amplitude transverse wall oscillations. Phys. Fluids, 20(1):014101 (11 pages), January 2008. Keyword(s): Controlling the onset of turbulence, Flow modeling and control, Input-output analysis, Navier-Stokes equations, Parametric resonance, Time-periodic systems, Vibrational control, Energy amplification. [bibtex-entry]



4. M. R. Jovanovic, 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, 53:75-86, January 2008. Keyword(s): Biochemical networks, Cyclic feedback systems, Distributed systems theory, Reaction-diffusion equations. [bibtex-entry]



5. M. R. Jovanovic and M. Fardad. $H_2$ norm of linear time-periodic systems: a perturbation analysis. Automatica, 44(8):2090-2098, August 2008. Keyword(s): Distributed systems theory, Input-output analysis, Time-periodic systems, Perturbation analysis, Uncertainty quantification in PDEs. [bibtex-entry]



6. M. R. Jovanovic, J. M. Fowler, B. Bamieh, and R. D'Andrea. On the peaking phenomenon in the control of vehicular platoons. Syst. Control Lett., 57(7):528-537, July 2008. Keyword(s): Control of vehicular formations, Large-scale systems, Peaking. [bibtex-entry]

1. M. R. Jovanovic and B. Bamieh. Architecture induced by distributed backstepping design. IEEE Trans. Automat. Control, 52(1):108-113, January 2007. Keyword(s): Architectural issues in distributed control design, Distributed control, Localized control. [bibtex-entry]

1. M. R. Jovanovic and B. Bamieh. A formula for frequency responses of distributed systems with one spatial variable. Syst. Control Lett., 55(1):27-37, January 2006. Keyword(s): Distributed systems theory, Computational tools for spatially distributed systems, Uncertainty quantification in PDEs. [bibtex-entry]

1. M. R. Jovanovic and B. Bamieh. Componentwise energy amplification in channel flows. J. Fluid Mech., 534:145-183, July 2005. Keyword(s): Flow modeling and control, Navier-Stokes equations, Input-output analysis, Energy amplification, Transition to turbulence. [bibtex-entry]



2. M. R. Jovanovic and B. Bamieh. Lyapunov-based distributed control of systems on lattices. IEEE Trans. Automat. Control, 50(4):422-433, April 2005. Keyword(s): Architectural issues in distributed control design, Distributed control, Localized control. [bibtex-entry]



3. M. R. Jovanovic and B. Bamieh. On the ill-posedness of certain vehicular platoon control problems. IEEE Trans. Automat. Control, 50(9):1307-1321, September 2005. Keyword(s): Control of vehicular formations, Large-scale and infinite dimensional systems, Fundamental limitations. [bibtex-entry]

1. D. Debeljkovic and M. R. Jovanovic. Non-Lyapunov stability consideration of linear descriptor systems operating under perturbing forces. Advances in Modeling and Analysis, 49(1-2):1-8, 1997. [bibtex-entry]

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