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Publications of year 2022
Books and proceedings
  1. F. Bullo. Lectures on Network Systems. Kindle Direct Publishing, 1.6 edition, January 2022. ISBN: 978-1986425643. [bibtex-entry]


  2. F. Bullo and S. L. Smith. Lectures on Robotic Planning and Kinematics. Unpublished Manuscript (under contract with SIAM), 2022. [bibtex-entry]


Thesis
  1. K. D. Smith. Control and Estimation in Network Systems. PhD thesis, Electrical and Computer Engineering Department, University of California at Santa Barbara, December 2022. Keyword(s): Contraction Theory, Network Systems, Power Networks. [bibtex-entry]


Articles in journal, book chapters
  1. O. Askarisichani, F. Bullo, N. E. Friedkin, and A. K. Singh. Predictive Models for Human-AI Nexus in Group Decision-Making. Annals of the New York Academy of Sciences, 1514(1):70-81, 2022. [bibtex-entry]


  2. O. Askarisichani, E. Y. Huang, N. E. Friedkin, F. Bullo, and A. K. Singh. Expertise and confidence explain how social influence evolves along intellective tasks. Submitted, 2022. Keyword(s): Social Networks. [bibtex-entry]


  3. C. Beck, F. Bullo, G. Como, K. Drakopoulos, D. H. Nguyen, C. Nowzari, V. M. Preciado, and S. Sundaram. Special Issue on Mathematical Modeling, Analysis, and Control of Epidemics. SIAM Journal on Control and Optimization, 60(2):Si-Sii, 2022. [bibtex-entry]


  4. V. Centorrino, F. Bullo, and G. Russo. Modelling and Contractivity of Neural-Synaptic Networks with Hebbian Learning. Automatica, July 2022. Note: Submitted. Keyword(s): Contraction Theory, Neural Networks. [bibtex-entry]


  5. P. Cisneros-Velarde and F. Bullo. Multi-group SIS Epidemics with Simplicial and Higher-Order Interactions. IEEE Transactions on Control of Network Systems, 9(2):695-705, 2022. [bibtex-entry]


  6. P. Cisneros-Velarde, S. Jafarpour, and F. Bullo. Contraction Theory for Dynamical Systems on Hilbert Spaces. IEEE Transactions on Automatic Control, 67(12):6710-6715, 2022. Keyword(s): Contraction Theory. [bibtex-entry]


  7. P. Cisneros-Velarde, S. Jafarpour, and F. Bullo. Distributed and Time-Varying Primal-Dual Dynamics via Contraction Analysis. IEEE Transactions on Automatic Control, 67(7):3560-3566, 2022. Keyword(s): Contraction Theory. [bibtex-entry]


  8. O. Dalin, R. Ofir, E. Bar Shalom, A. Ovseevich, F. Bullo, and M. Margaliot. Verifying $k$-Contraction without Computing $k$-Compounds. IEEE Transactions on Automatic Control, September 2022. Note: Submitted. Keyword(s): Contraction Theory. [bibtex-entry]


  9. A. Davydov, S. Jafarpour, and F. Bullo. Non-Euclidean Contraction Theory for Robust Nonlinear Stability. IEEE Transactions on Automatic Control, 67(12):6667-6681, 2022. Keyword(s): Contraction Theory. [bibtex-entry]


  10. A. Davydov, A. V. Proskurnikov, and F. Bullo. Non-Euclidean Contraction Analysis of Continuous-Time Neural Networks. IEEE Transactions on Automatic Control, September 2022. Note: Submitted. Keyword(s): Contraction Theory, Neural Networks. [bibtex-entry]


  11. R. Delabays, S. Jafarpour, and F. Bullo. Multistabilities and Anomalies in Oscillator Models of Lossy Power Grids. Nature Communications, 13:5238, 2022. [bibtex-entry]


  12. S. Jafarpour, P. Cisneros-Velarde, and F. Bullo. Weak and Semi-Contraction for Network Systems and Diffusively-Coupled Oscillators. IEEE Transactions on Automatic Control, 67(3):1285-1300, 2022. Keyword(s): Contraction Theory. [bibtex-entry]


  13. S. Jafarpour, E. Y. Huang, K. D. Smith, and F. Bullo. Flow and Elastic Networks on the $n$-Torus: Geometry, Analysis and Computation. SIAM Review, 64(1):59-104, 2022. [bibtex-entry]


  14. S. Jafarpour, V. Purba, S. V. Dhople, B. B. Johnson, and F. Bullo. Singular Perturbation and Small-signal Stability for Inverter Networks. IEEE Transactions on Control of Network Systems, 9(2):979-992, 2022. [bibtex-entry]


  15. W. Liu, J. Sun, G. Wang, F. Bullo, and J. Chen. Resilient Control under Quantization and Denial-of-Service: Co-designing a Deadbeat Controller and Transmission Protocol. IEEE Transactions on Automatic Control, 67(8):3879-3891, 2022. [bibtex-entry]


  16. W. Mei, F. Bullo, G. Chen, J. M. Hendrickx, and F. Dorfler. Rethinking the Micro-Foundation of Opinion Dynamics: Rich Consequences of the Weighted-Median Mechanism. Physical Review Research, 4(2):023213, 2022. [bibtex-entry]


  17. W. Mei, J. M. Hendrickx, G. Chen, F. Bullo, and F. Dorfler. Convergence, Consensus and Dissensus in the Weighted-Median Opinion Dynamics. IEEE Transactions on Automatic Control, December 2022. Note: Submitted. [bibtex-entry]


  18. S. Mohagheghi, J. Ma, and F. Bullo. Stable and Efficient Structures in Multigroup Network Formation. PLoS One, May 2022. Note: Submitted. [bibtex-entry]


  19. R. Ofir, F. Bullo, and M. Margaliot. Minimum Effort Decentralized Control Design for Contracting Network Systems. IEEE Control Systems Letters, 6:2731-2736, 2022. Keyword(s): Contraction Theory. [bibtex-entry]


  20. K. D. Smith, S. Jafarpour, and F. Bullo. Transient Stability of Droop-Controlled Inverter Networks with Operating Constraints. IEEE Transactions on Automatic Control, 67(2):633-645, 2022. [bibtex-entry]


  21. K. D. Smith, S. Jafarpour, A. Swami, and F. Bullo. Topology Inference with Multivariate Cumulants: The Möbius Inference Algorithm. IEEE/ACM Transactions on Networking, 30(5):2102-2116, 2022. [bibtex-entry]


  22. Y. Tian, P. Jia, A. Mirtabatabaei, L. Wang, N. E. Friedkin, and F. Bullo. Social Power Evolution in Influence Networks with Stubborn Individuals. IEEE Transactions on Automatic Control, 67(2):574-588, 2022. [bibtex-entry]


  23. R. Yan, X. Duan, Z. Shi, Y. Zhong, and F. Bullo. Matching-Based Capture Strategies for 3D Heterogeneous Multiplayer Reach-Avoid Differential Games. Automatica, 140:110207, 2022. [bibtex-entry]


  24. R. Yan, X. Duan, Z. Shi, Y. Zhong, J. R. Marden, and F. Bullo. Policy Evaluation and Seeking for Multi-Agent Reinforcement Learning via Best Response. IEEE Transactions on Automatic Control, 67(4):1898-1913, 2022. [bibtex-entry]


Conference articles
  1. V. Centorrino, F. Bullo, and G. Russo. Contraction Analysis of Hopfield Neural Networks with Hebbian Learning. In IEEE Conf. on Decision and Control, Cancun, Mexico, December 2022. Keyword(s): Contraction Theory, Neural Networks. [bibtex-entry]


  2. P. Cisneros-Velarde and F. Bullo. A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows. In International Conference on Artificial Intelligence and Statistics, May 2022. Keyword(s): Contraction Theory. [bibtex-entry]


  3. A. Davydov, S. Jafarpour, M. Abate, F. Bullo, and S. Coogan. Comparative Analysis of Interval Reachability for Robust Implicit and Feedforward Neural Networks. In IEEE Conf. on Decision and Control, Cancun, Mexico, 2022. Keyword(s): Contraction Theory, Neural Networks. [bibtex-entry]


  4. A. Davydov, S. Jafarpour, A. V. Proskurnikov, and F. Bullo. Non-Euclidean Monotone Operator Theory with Applications to Recurrent Neural Networks. In IEEE Conf. on Decision and Control, Cancun, Mexico, December 2022. Keyword(s): Contraction Theory, Neural Networks. [bibtex-entry]


  5. A. Davydov, A. V. Proskurnikov, and F. Bullo. Non-Euclidean Contractivity of Recurrent Neural Networks. In American Control Conference, Atlanta, USA, pages 1527-1534, May 2022. Keyword(s): Contraction Theory, Neural Networks. [bibtex-entry]


  6. S. Jafarpour, M. Abate, A. Davydov, F. Bullo, and S. Coogan. Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach. In Learning for Dynamics and Control Conference, June 2022. Keyword(s): Contraction Theory, Neural Networks. [bibtex-entry]


  7. S. Jafarpour, A. Davydov, M. Abate, F. Bullo, and S. Coogan. Robust Training and Verification of Implicit Neural Networks: A Non-Euclidean Contractive Approach. In ICML Workshop on Formal Verification of Machine Learning, July 2022. Keyword(s): Contraction Theory. [bibtex-entry]


  8. K. D. Smith, F. Seccamonte, A. Swami, and F. Bullo. Physics-Informed Implicit Representations of Equilibrium Network Flows. In Advances in Neural Information Processing Systems, November 2022. Keyword(s): Contraction Theory. [bibtex-entry]


Miscellaneous
  1. G. De Pasquale, K. D. Smith, F. Bullo, and M. E. Valcher. Dual Seminorms, Ergodic Coefficients, and Semicontraction Theory, 2022. Note: Available at http://arxiv.org/abs/2201.03103. Keyword(s): Contraction Theory. [bibtex-entry]


  2. K. D. Smith. High-Order Tomography, 2022. [bibtex-entry]


  3. W. Ye, F. Bullo, N. E. Friedkin, and A. K. Singh. Modeling Human-AI Team Decision Making, 2022. Note: Available at http://arxiv.org/abs/2201.02759. [bibtex-entry]


  4. Anton V. Proskurnikov and Francesco Bullo. Regular pairings on normed spaces: linking two concepts of a semi-inner product. Note: Working Document, 2022. [bibtex-entry]



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Last modified: Fri Oct 13 10:13:11 2023
Author: bullo.


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