G. Baggio and D. S. Bassett and F. Pasqualetti, Data-Driven Control of Complex Networks. Nature Communications, 2020. Submitted. [PDF]
V. Krishnan and F. Pasqualetti, Data-Driven Attack Detection for Linear Systems. IEEE Control Systems Letters, 5(2):671-676, 2020. [PDF]
G. Baggio and V. Katewa and F. Pasqualetti, Data-driven Minimum-Energy Controls for Linear Systems. IEEE Control Systems Letters, 3(3):589-594, 2019. [PDF]
A. A. Al Makdah and V. Katewa and F. Pasqualetti, A Fundamental Performance Limitation for Adversarial Classification. IEEE Control Systems Letters, 4(1):169-174, 2019. [PDF]
Conference Articles
R. Anguluri and A. A. Al Makdah and V. Katewa and F. Pasqualetti, On the Robustness of Data-Driven Controllers for Linear Systems. Learning for Dynamics & Control, San Francisco, CA, USA, pages 404-412, June 2020. [PDF]
G. Baggio and F. Pasqualetti, Learning Minimum-Energy Controls from Heterogeneous Data. American Control Conference, Denver, CO, USA, July 2020. [PDF]
A. A. Al Makdah and V. Katewa and F. Pasqualetti, Accuracy Prevents Robustness in Perception-based Control. American Control Conference, Denver, CO, USA, July 2020. [PDF]
V. Krishnan and A. A. Al Makdah and F. Pasqualetti, Lipschitz Bounds and Provably Robust Training by Laplacian Smoothing. Advances in Neural Information Processing Systems, Vancouver, Canada, December 2020. Submitted. [PDF]