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math.OC2023
Assessing the Finite-Time Stability of Nonlinear Systems by means of Physics-Informed Neural Networks
Adriano Mele, Alfredo Pironti
In this paper, the problem of assessing the Finite-Time Stability (FTS) property for general nonlinear systems is considered. First, some necessary and sufficient conditions that g…
math.OC2021
Finite-Time stabilization of linear systems with unknown control direction via Extremum Seeking
Adriano Mele, Gianmaria De Tommasi, Alfredo Pironti
In this paper the finite-time stabilization problem is solved for a linear time-varying system with unknown control direction by exploiting a modified version of the classical extr…