picture of me

Erfan Nozari

Assistant Professor
Department of Mechanical Engineering
Department of Electrical and Computer Engineering (Cooperating)
Department of Bioengineering (Cooperating)
University of California, Riverside
E-mail: erfan[dot]nozari[at]ucr[dot]edu

I am an Assistant Professor at the University of California, Riverside Department of Mechanical Engineering. Prior to this position I was a Postdoctoral Researcher at the University of Pennsylvania under the joint supervision of Prof. George Pappas and Prof. Danielle S. Bassett. I received my B.Sc. in Electrical Engineering-Control from Isfahan University of Technology, Iran in 2013 and an interdisciplinary (joint) Ph.D. in Engineering Sciences (Mechanical Engineering) and Cognitive Science under the supervision of Prof. Jorge Cortes from University of California San Diego in 2019.

Curriculum Vitae

Interview with the IEEE Control Systems Magazine

Research

Dynamical Systems and Control Theory
● Theoretical and Computational Neuroscience
● System Identification and Machine Learning
● Systems and Network Neuroscience
● Complex Systems and Network Science

Publications

Journal Articles

  1. Towards a Network Control Theory of Electroconvulsive Therapy Response
    T. Hahn, H. Jamalabadi, E. Nozari, N. R. Winter, J. Ernsting, M. Gruber, M. J. Mauritz, P. Grumbach, L. Fisch, R. Leenings, K. Sarink, J. Blanke, L. Kleine-Vennekate, D. Emden, N. Opel, D. Grotegerd, V. Enneking, S. Meinert, T. Borgers, M. Klug, L. Leehr, K. Dohm, W. Heindel, J. GroƟ, U. Dannlowski, R. Redlich, J. Repple
    Submitted

  2. Structural Characterization of Oscillations in Brain Networks with Rate Dynamics
    E. Nozari, R. Planas, J. Cortes
    Automatica, submitted
    PDF arXiv BibTeX

  3. Is the brain macroscopically linear? A system identi cation of resting state dynamics
    E. Nozari, M. A. Bertolero, J. Stiso, L. Caciagli, E. J. Cornblath, X. He, A. S. Mahadevan, G. J. Pappas, D. S. Bassett
    submitted
    PDF bioRxiv Slides BibTeX

  4. Teaching Recurrent Neural Networks to Modify Chaotic Memories by Example
    J. Kim, Z. Lu, E. Nozari, G. J. Pappas, D. S. Bassett
    Nature Machine Intelligence, Vol. 3, 2021, pp. 316-323
    PDF Springer Nature arXiv BibTeX

  5. Energy-transfer edge centrality and its role in enhancing network controllability
    P. V. Chanekar, E. Nozari, J. Cortes
    IEEE Transactions on Network Science and Engineering, Vol. 8, No. 1, 2020, pp. 331-346
    PDF IEEE Xplore BibTeX

  6. Models of communication and control for brain networks: distinctions, convergence, and future outlook
    P. Srivastava, E. Nozari, J. Z. Kim, H. Ju, D. Zhou, C. Becker, F. Pasqualetti, G. J. Pappas, D. S. Bassett
    Network Neuroscience, Vol. 4, No. 4, 2020, pp. 1122-1159
    PDF MIT Press arXiv BibTeX

  7. Hierarchical Selective Recruitment in Linear-Threshold Brain Networks, Part I: Single-Layer Dynamics and Selective Inhibition
    E. Nozari, J. Cortes
    IEEE Transactions on Automatic Control, Vol. 66, No. 3, March 2021, pp. 949-964
    PDF IEEE Xplore arXiv BibTeX

  8. Hierarchical Selective Recruitment in Linear-Threshold Brain Networks, Part II: Multi-Layer Dynamics and Top-Down Recruitment
    E. Nozari, J. Cortes
    IEEE Transactions on Automatic Control, Vol. 66, No. 3, March 2021, pp. 965-980
    PDF IEEE Xplore arXiv BibTeX

  9. Event-Triggered Stabilization of Nonlinear Systems with Time-Varying Sensing and Actuation Delay
    E. Nozari, P. Tallapragada, J. Cortes
    Automatica, Vol. 113, March 2020, p. 108754
    PDF ScienceDirect arXiv BibTeX

  10. Heterogeneity of Central Nodes Explains the Benefits of Time-Varying Control Scheduling in Complex Dynamical Networks
    E. Nozari, F. Pasqualetti, J. Cortes
    Journal of Complex Networks, Vol. 7, No. 5, October 2019, pp. 659-701
    PDF Oxford University Press arXiv BibTeX

  11. Network Identification with Latent Nodes via Auto-Regressive Models
    E. Nozari, Y. Zhao, J. Cortes
    IEEE Transactions on Control of Network Systems, Special Issue on Approaches to Control Biological and Biologically Inspired Networks, Vol. 5, No. 2, June 2018, pp. 722-736
    PDF IEEE Xplore arXiv BibTeX

  12. Differentially Private Distributed Convex Optimization via Functional Perturbation
    E. Nozari, P. Tallapragada, J. Cortes
    IEEE Transactions on Control of Network Systems, Vol. 5, No. 1, March 2018, pp. 395-408
    Outstanding Paper Award Winner
    PDF IEEE Xplore arXiv BibTeX

  13. Differentially Private Average Consensus: Obstructions, Trade-Offs, and Optimal Algorithm Design
    E. Nozari, P. Tallapragada, J. Cortes
    Automatica, Vol. 81, July 2017, pp. 221-231
    PDF ScienceDirect arXiv BibTeX

Conference Proceedings

  1. Network Modification Using a Novel Gramian-Based Edge Centrality
    P. V. Chanekar, E. Nozari, J. Cortes  
    Proceedings of the IEEE Conference on Decision and Control, Nice, France, 2019, pp. 1686-1691
    PDF IEEE Xplore BibTeX

  2. Oscillations and Coupling in Interconnections of Two-Dimensional Brain Networks
    E. Nozari, J. Cortes  
    Proceedings of the American Control Conference, Philadelphia, Pennsylvania, USA, 2019, pp. 193-198
    PDF IEEE Xplore BibTeX

  3. Selective Recruitment in Hierarchical Complex Dynamical Networks with Linear-Threshold Rate Dynamics
    E. Nozari, J. Cortes
    Proceedings of the IEEE Conference on Decision and Control, Miami Beach, Florida, USA, 2018, pp. 5227-5232
    Best Student Paper Award Winner
    PDF IEEE Xplore BibTeX

  4. Stability Analysis of Complex Networks with Linear-Threshold Rate Dynamics
    E. Nozari, J. Cortes
    Proceedings of the American Control Conference, Milwaukee, Wisconsin, USA, 2018, pp. 191-196
    Best Student Paper Award Winner
    PDF IEEE Xplore BibTeX

  5. Time-Invariant versus Time-Varying Actuator Scheduling in Complex Networks
    E. Nozari, F. Pasqualetti, J. Cortes
    Proceedings of the American Control Conference, Seattle, Washington, USA, 2017, pp. 4995-5000
    PDF IEEE Xplore BibTeX

  6. Event-Triggered Control for Nonlinear Systems with Time-Varying Input Delay
    E. Nozari, P. Tallapragada, J. Cortes
    Proceedings of the IEEE Conference on Decision and Control, Las Vegas, Nevada, USA, 2016, pp. 495-500
    PDF IEEE Xplore BibTeX

  7. Differentially Private Distributed Convex Optimization via Objective perturbation
    E. Nozari, P. Tallapragada, J. Cortes
    Proceedings of the American Control Conference, Boston, Massachusetts, USA, 2016, pp. 2061-2066
    PDF IEEE Xplore BibTeX

  8. Differentially Private Average Consensus with Optimal Noise Selection
    E. Nozari, P. Tallapragada, J. Cortes
    5th IFAC Workshop on Distributed Estimation and Control in Networked Systems, Philadelphia, Pennsylvania, USA, 2015, vol. 48, issue 22, pp. 203-208
    PDF ScienceDirect BibTeX


Google Scholar

Awards

  1. Outstanding Reviewer, IEEE Control Systems Letters (2021)

  2. 2019 Robert Skelton Systems and Control Dissertation Award, UCSD Center for Control Systems and Dynamics (2020)

  3. Outstanding Paper Award, IEEE Transactions on Control of Network Systems (2019)

  4. Best Student Paper Award, the 57th IEEE Conference on Decision and Control, Miami Beach, FL, USA (2018)

  5. Best Student Paper Award, the 2018 American Control Conference, Milwaukee, WI, USA (2018)

  6. Distinguished Fellowship Award, Department of Mechanical and Aerospace Engineering, University of California, San Diego (2018)

  7. Mechanical and Aerospace Engineering Recruitment Fellowship, Department of Mechanical and Aerospace Engineering, University of California, San Diego (2014)

  8. Campus-wide Best Undergraduate Student Award, Isfahan University of Technology (2013)

  9. Exceptional Talents Scholarship (3 times), Isfahan University of Technology, for acquiring the 1th rank in class of electrical engineering (2010, 2011, 2012)



Teaching

Undergraduate

ME 120: Linear Systems and Controls (Fall 2020, Fall 2021)

Graduate

ESE 617 (Penn): Nonlinear Systems and Control (Fall 2019)