D. Gadginmath and V. Krishnan and F. Pasqualetti, Data-Driven Feedback Linearization using the Koopman Generator. IEEE Transactions on Automatic Control, 2024. To appear.
Y. Qin and F. Pasqualetti and D. S. Bassett and M. van Gerven, Vibrational Control of Complex Networks. IEEE Transactions on Control of Network Systems, 2024. Submitted.
L. Gong and F. Pasqualetti and T. Papouin and S. Ching, Astrocytes as a mechanism for meta-plasticity and contextually-guided network function. PLoS Computational Biology, 2024.
C. De Persis and D. Gadginmath and F. Pasqualetti and P. Tesi, Feedback linearization through the lens of data. IEEE Transactions on Automatic Control, 2024. Submitted.
G. Bianchin and F. Pasqualetti, Navigation Systems May Deteriorate Stability in Traffic Networks. , 3:239-252, 2024. [PDF]
D. Gadginmath and S. Tripathi and F. Pasqualetti, Fusing Multiple Algorithms for Heterogeneous Online Learning. , 2024. Submitted.
K. Elamvazhuthi and S. Oymak and F. Pasqualetti, Noise in the reverse process improves the approximation capabilities of diffusion models. , 2024. Submitted.
L. Parkes and J. Kim and J. Stiso and J. Brynildsen and M. Cieslak and S. Covitz and R. Gur and R. Gur and F. Pasqualetti and R. Shinohara and D. Zhou and T. Satterthwaite and D. S. Bassett, A network control theory pipeline for studying the dynamics of the structural connectome. Nature Protocols, 2024.
Conference Articles
S. Tripathi and A. A. {Al Makdah} and F. Pasqualetti, Time Varying Quadratic Optimization With Unknown Objective Function Using Noisy Gradients. American Control Conference, Denver, CO, June 2024. Submitted.
S. Cianchi and F. Celi and P. Tesi and F. Pasqualetti, Data-driven Expressions for the Control of Network Systems with Asynchronous Experiments. IEEE Conf. on Decision and Control, Milan, Italy, December 2024. To appear.
K. Elamvazhuthi and X. Zhang and S. Oymak and F. Pasqualetti, A Score-based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions. AAAI Conference on Artificial Intelligences, Washington, DC, February 2024.
T. Guo and A. A. {Al Makdah} and P. Tesi and F. Pasqualetti, A Data-driven Stability Test for LTI systems. IEEE Conf. on Decision and Control, Milan, Italy, December 2024. To appear.
A. A. {Al Makdah} and F. Pasqualetti, Model-based and Data-based Dynamic Output Feedback for Externally Positive Systems. IEEE Conf. on Decision and Control, Milan, Italy, December 2024. To appear.
K. Elamvazhuthi and D. Gadginmath and F. Pasqualetti, Denoising Diffusion-Based Control of Nonlinear Systems. IEEE Conf. on Decision and Control, Milan, Italy, December 2024. To appear.
Z. Du and S. Oymak and F. Pasqualetti, Prediction for Dynamical Systems via Transfer Learning. IEEE Conf. on Decision and Control, Milan, Italy, December 2024. To appear.
Y. Qin and A. El-Gazzar and D. S. Bassett and F. Pasqualetti and M. van Gerven, Analytical Characterization of Epileptic Dynamics in a Bistable System. IEEE Conf. on Decision and Control, Milan, Italy, December 2024. To appear.
S. Zhang and D. Gadginmath and F. Pasqualetti, Predicting AI Agent Behavior through Approximation of the Perron-Frobenius Operator. Advances in Neural Information Processing Systems, Vancouver, Canada, December 2024.