Zobrazeno 1 - 10
of 658
pro vyhledávání: '"Kazantzis, Nikolaos"'
Autor:
Alvarez, Hector Vargas, Fabiani, Gianluca, Kevrekidis, Ioannis G., Kazantzis, Nikolaos, Siettos, Constantinos
We use Physics-Informed Neural Networks (PINNs) to solve the discrete-time nonlinear observer state estimation problem. Integrated within a single-step exact observer linearization framework, the proposed PINN approach aims at learning a nonlinear st
Externí odkaz:
http://arxiv.org/abs/2402.12360
Autor:
Alvarez, Hector Vargas, Fabiani, Gianluca, Kazantzis, Nikolaos, Siettos, Constantinos, Kevrekidis, Ioannis G.
We present a physics-informed machine learning (PIML) scheme for the feedback linearization of nonlinear discrete-time dynamical systems. The PIML finds the nonlinear transformation law, thus ensuring stability via pole placement, in one step. In ord
Externí odkaz:
http://arxiv.org/abs/2303.08884
Autor:
Vargas Alvarez, Hector, Fabiani, Gianluca, Kazantzis, Nikolaos, Kevrekidis, Ioannis G., Siettos, Constantinos
Publikováno v:
In Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena September 2024 186
Autor:
Reed, Madison R., Belden, Elizabeth R., Kazantzis, Nikolaos K., Timko, Michael T., Castro-Dominguez, Bernardo
Publikováno v:
In Chemical Engineering Journal 15 July 2024 492
Autor:
Comer, Jonathan S., Georgiadis, Christopher, Schmarder, Katie, Chen, Diane, Coyne, Claire A., Gudiño, Omar G., Kazantzis, Nikolaos, Langer, David A., LeBeau, Richard T., Liu, Richard T., McLean, Carmen, Sloan, Denise M., Williams, Monnica T., Pachankis, John E.
Publikováno v:
In Behavior Therapy July 2024 55(4):649-679
Publikováno v:
In Behavior Therapy March 2024 55(2):217-232
Publikováno v:
In Applied Energy 15 December 2023 352
Autor:
Belden, Elizabeth R., Kazantzis, Nikolaos K., Reddy, Christopher M., Kite-Powell, Hauke, Timko, Michael T., Italiani, Eduardo, Herschbach, Dudley R.
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2021 Nov . 118(46), 1-8.
Externí odkaz:
https://www.jstor.org/stable/27093893
Akademický článek
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