Hector Vargas Alvarez

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 3

Top Topics

Nonlinear Models

Machine Learning Approaches

Markov Processes

Top Venues

J. Comput. Phys.

Publications

Hector Vargas Alvarez, Gianluca Fabiani, Ioannis G. Kevrekidis, Nikolaos Kazantzis, Constantinos I. Siettos
Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks. CoRR (2024)
Hector Vargas Alvarez, Gianluca Fabiani, Nikolaos Kazantzis, Constantinos I. Siettos, Ioannis G. Kevrekidis
Discrete-Time Nonlinear Feedback Linearization via Physics-Informed Machine Learning. CoRR (2023)
Hector Vargas Alvarez, Gianluca Fabiani, Nikolaos Kazantzis, Constantinos I. Siettos, Ioannis G. Kevrekidis
Discrete-time nonlinear feedback linearization via physics-informed machine learning. J. Comput. Phys. 492 (2023)