Discrete-time nonlinear feedback linearization via physics-informed machine learning. - Hector Vargas Alvarez; Gianluca Fabiani; Nikolaos Kazantzis; Constantinos I. Siettos; Ioannis G. Kevrekidis (J. Comput. Phys., 2023)

Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks. - Hector Vargas Alvarez; Gianluca Fabiani; Ioannis G. Kevrekidis; Nikolaos Kazantzis; Constantinos I. Siettos (CoRR, 2024)