1. E. Elokda, S. Bolognani, A. Censi, E. Frazzoli, and F. Dörfler. Dynamic population games. 2021. Note: Available at https://www.research-collection.ethz.ch/handle/20.500.11850/475746.Keyword(s): Game Theory, Transportation. [bibtex-entry]



2. V. Häberle, A. Hauswirth, L. Ortmann, S. Bolognani, and F. Dörfler. Non-convex Feedback Optimization with Input and Output Constraints. IEEE Control Systems Letters, 5(1):343-348, 2021. Keyword(s): Online Optimization, Nonlinear Optimization, Nonlinear Control Design. [bibtex-entry]



3. A. Hauswirth, S. Bolognani, and F. Dörfler. Projected Dynamical Systems on Irregular Non-Euclidean Domains for Nonlinear Optimization. SIAM Journal on Control and Optimization, 59(1):635-668, 2021. Keyword(s): Online Optimization, Nonlinear Optimization. [bibtex-entry]



4. A. Hauswirth, S. Bolognani, G Hug, and F. Dörfler. Corrigendum to: Timescale Separation in Autonomous Optimization. IEEE Transactions on Automatic Control, 66(12):6197-6198, 2021. Keyword(s): Online Optimization, Nonlinear Optimization, Nonlinear Control Design. [bibtex-entry]



5. A. Hauswirth, S. Bolognani, G Hug, and F. Dörfler. Timescale Separation in Autonomous Optimization. IEEE Transactions on Automatic Control, 66(2):611-624, February 2021. Keyword(s): Power Networks, Power Flow Optimization, Online Optimization, Nonlinear Optimization. [bibtex-entry]



6. F. Liu, S. Cui, W. Mei, F. Dörfler, and M. Buss. Interplay Between Homophily-Based Appraisal Dynamics and Influence-Based Opinion Dynamics: Modeling and Analysis. IEEE Control Systems Letters, 5(1):181-186, January 2021. [bibtex-entry]



7. I. Markovsky and F. Dörfler. Behavioral systems theory in data-driven analysis, signal processing, and control. Annual Reviews in Control, 52:42-64, 2021. Keyword(s): Behavioral Systems Theory, Data-Driven Control, Bilevel Optimization, System Identification. [bibtex-entry]



8. N. Pagan, W. Mei, Li C., and F. Dörfler. A meritocratic network formation model for the rise of social media influencers. Nature Communications, 12(6865), 2021. Keyword(s): Social Networks, Game Theory. [bibtex-entry]



9. I. Subotic, D. Gross, M. Colombino, and F. Dörfler. A Lyapunov framework for nested dynamical systems on multiple time scales with application to converter-based power systems. IEEE Transactions on Automatic Control, 66(12):5909-5924, December 2021. Keyword(s): Power Networks, Nonlinear Control Design, Complex Oscillator Networks, Low-Inertia Systems, Power Electronics Control, Virtual Oscillator Control. [bibtex-entry]

1. G. Belgioioso, D. Liao-McPherson, M. Hudoba de Badyn, S. Bolognani, J. Lygeros, and F. Dörfler. Sampled-data online feedback equilibrium seeking: Stability and tracking. In 60th IEEE Conference on Decision and Control (CDC), pages 2702-2708, 2021. Keyword(s): Online Optimization, Game Theory. [bibtex-entry]



2. J.S. Brouillon, E. Fabbiani, P. Nahata, F. Dörfler, and G. Ferrari-Trecate. Bayesian Methods for the Identification of Distribution Networks. In 60th IEEE Conference on Decision and Control (CDC), pages 3646-3651, 2021. Keyword(s): Power Networks. [bibtex-entry]



3. L. Huang, J. Zhen, J. Lygeros, and F. Dörfler. Quadratic Regularization of Data-Enabled Predictive Control: Theory and Application to Power Converter Experiments. In IFAC Symposium on System Identification SYSID, volume 7, pages 192-197, 2021. Keyword(s): Power Networks, Data-Driven Control, Behavioral Systems Theory. [bibtex-entry]



4. A. Schlaginhaufen, P. Wenk, F. Dörfler, and A. Krause. Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems. In NeurIPS, volume 34, 2021. Keyword(s): System Identification, Data-Driven Control. [bibtex-entry]



5. A. Terpin, S. Fricker, M. Perez, M. Hudoba de Badyn, and F. Dörfler. Distributed Feedback Optimisation for Robotic Coordination. In American Control Conference, pages 3710-3715, 2021. Keyword(s): Robotic Coordination, Online Optimization. [bibtex-entry]



6. L. Treven, P. Wenk, F. Dörfler, and A. Krause. Distributional Gradient Matching for Learning Uncertain Neural Dynamics. In NeurIPS, volume 34, 2021. Keyword(s): System Identification, Data-Driven Control, Optimal Transport. [bibtex-entry]



7. G. Zardini, N. Lanzetti, L. Guerrini, E. Frazzoli, and F. Dörfler. Game Theory to Study Interactions between Mobility Stakeholders. In IEEE International Intelligent Transportation Systems Conference (ITSC), pages 2054-2061, 2021. Keyword(s): Game Theory, Transportation. [bibtex-entry]

1. G. Belgioioso, D. Liao-McPherson, M. Hudoba de Badyn, S. Bolognani, J. Lygeros, and F. Dörfler. Sampled-Data Online Feedback Equilibrium Seeking: Stability and Tracking, March 2021. Note: Available at http://arxiv.org/abs/2103.13988. Keyword(s): Online Optimization, Game Theory. [bibtex-entry]



2. J. Björk, K.H. Johansson, and F. Dörfler. Dynamic Virtual Power Plant Design for Fast Frequency Reserves: Coordinating Hydro and Wind, 2021. Note: Available at https://arxiv.org/abs/2107.03087. Keyword(s): Dynamic Virtual Power Plants, Power Networks, Linear Control Design. [bibtex-entry]



3. J.S. Brouillon, E. Fabbiani, P. Nahata, F. Dörfler, and G. Ferrari-Trecate. Bayesian Error-in-Variables Models for the Identification of Power Networks, July 2021. Note: Available at https://arxiv.org/abs/2107.04480. Keyword(s): Power Networks, System Identification. [bibtex-entry]



4. M. Chen, D. Zhou, A. Tayyebi, E. Prieto, F. Dörfler, and F. Blaabjerg. Generalized Multivariable Grid-Forming Control Design for Power Converters, 2021. Note: Available at https://arxiv.org/abs/2109.06982. Keyword(s): Power Electronics Control, Power Networks, Low-Inertia Systems. [bibtex-entry]



5. F. Dörfler. Data-enabled predictive control. Oberwolfach Report on Mini-Workshop: Analysis of Data-driven Optimal Control, May 2021. Note: Available at https://www.mfo.de/occasion/2119a. [bibtex-entry]



6. F. Dörfler. Florian Dörfler [People in Control], 2021. Note: IEEE Control Systems Magazine, 41(2):22-26, 2021. [bibtex-entry]



7. F. Dörfler, J. Coulson, and I. Markovsky. Bridging direct & indirect data-driven control formulations via regularizations and relaxations, January 2021. Note: Available at https://arxiv.org/abs/2101.01273. Keyword(s): Behavioral Systems Theory, Data-Driven Control, Bilevel Optimization. [bibtex-entry]



8. F. Dörfler, P. Tesi, and C. De Persis. On the Certainty-Equivalence Approach to Direct Data-Driven LQR Design, 2021. Note: Available at https://arxiv.org/abs/2109.06643. Keyword(s): Behavioral Systems Theory, Data-Driven Control. [bibtex-entry]



9. V. Häberle, M.W. Fisher, E. Prieto, and F. Dörfler. Control Design of Dynamic Virtual Power Plants: An Adaptive Divide-and-Conquer Approach, August 2021. Note: Available at https://arxiv.org/abs/2108.00925. Keyword(s): Dynamic Virtual Power Plants, Power Networks, Linear Control Design. [bibtex-entry]



10. A. Hauswirth, S. Bolognani, G Hug, and F. Dörfler. Optimization Algorithms as Robust Feedback Controllers, January 2021. Note: Available at http://arxiv.org/abs/2103.11329. Keyword(s): Power Networks, Power Flow Optimization, Online Optimization, Nonlinear Optimization. [bibtex-entry]



11. L. Huang, Z. Jianzhe, J. Lygeros, and F. Dörfler. Robust Data-Enabled Predictive Control: Tractable Formulations and Performance Guarantees, 2021. Note: Available at https://arxiv.org/abs/2105.07199. Keyword(s): Linear Control Design, Data-Driven Control, Power Electronics Control. [bibtex-entry]



12. B. Marinescu, O. Gomis, F. Dörfler, H. Schulte, and L. Sigrist. Dynamic Virtual Power Plant: a New Concept for Grid Integration of Renewable Energy Sources, 2021. Note: Available at https://arxiv.org/abs/2108.00153. Keyword(s): Dynamic Virtual Power Plants, Power Networks, Linear Control Design. [bibtex-entry]



13. I. Markovsky and F. Dörfler. Behavioral systems theory in data-driven analysis, signal processing, and control, July 2021. Note: Available at http://homepages.vub.ac.be/ imarkovs/publications/overview-ddctr.pdf. Keyword(s): Behavioral Systems Theory, Data-Driven Control, Bilevel Optimization. [bibtex-entry]



14. M. Picallo, S. Bolognani, and F. Dörfler. Predictive-sensitivity: Beyond Singular Perturbation for Control Design on Multiple Time Scales, January 2021. Note: Available at https://arxiv.org/abs/2101.04367. Keyword(s): Bilevel Optimization, Online Optimization. [bibtex-entry]



15. M. Picallo, D. Liao-McPherson, S. Bolognani, and F. Dörfler. Cross-layer Design for Real-Time Grid Operation: Estimation, Optimization and Power Flow, 2021. Note: Available at https://arxiv.org/abs/2109.13842. Keyword(s): Online Optimization, Power Flow Optimization, Power Networks. [bibtex-entry]



16. M. Picallo, L. Ortmann, S. Bolognani, and F. Dörfler. Adaptive Real-Time Grid Operation via Online Feedback Optimization with Sensitivity Estimation, 2021. Note: Available at https://arxiv.org/abs/2110.00954. Keyword(s): Online Optimization, Power Flow Optimization, Power Networks, Data-Driven Control. [bibtex-entry]



17. A. Schlaginhaufen, P. Wenk, F. Dörfler, and A. Krause. Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems, 2021. Note: Available at https://arxiv.org/abs/2110.14296#. Keyword(s): System Identification, Data-Driven Control. [bibtex-entry]



18. A. Tayyebi, A. Magdaleno, D. Vettoretti, M. Chen, E. Prieto, A. Anta, and F. Dörfler. System-Level Performance and Robustness of the Grid-Forming Hybrid Angle Control, 2021. Note: Available at https://arxiv.org/abs/2110.05988. Keyword(s): Power Electronics Control, Power Networks, Low-Inertia Systems. [bibtex-entry]



19. A. Terpin, S. Fricker, M. Perez, M. Hudoba de Badyn, and F. Dörfler. Distributed Feedback Optimisation for Robotic Coordination, 2021. Note: Available at https://arxiv.org/abs/2109.14486. Keyword(s): Robotic Coordination, Online Optimization. [bibtex-entry]



20. L. Treven, P. Wenk, F. Dörfler, and A. Krause. Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models, 2021. Note: Available at https://arxiv.org/abs/2106.11609. Keyword(s): Data-Driven Control, System Identification, Optimal Transport. [bibtex-entry]

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