Tatyana Poznyak

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 7

Top Topics

Parameter Estimates

Nonlinear Systems

Top Venues

Annu. Rev. Control.

IEEE Trans. Circuits Syst.

Publications

Isaac Chairez, Asif Chalanga, Alex Poznyak, Sarah K. Spurgeon, Tatyana Poznyak
Simultaneous state and parameter estimation method for a conventional ozonation system. Comput. Chem. Eng. 167 (2022)
Isaac Chairez, Olga G. Andrianova, Tatyana Poznyak, Alexander S. Poznyak
Adaptive modeling of nonnegative environmental systems based on projectional Differential Neural Networks observer. Neural Networks 151 (2022)
Alejandro García-González, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
Projectional Observers of Nonlinear Systems With Full-State Constraints. IEEE Trans. Circuits Syst. (12) (2020)
Isaac Chairez, Alexander S. Poznyak, Alexander V. Nazin, Tatyana Poznyak
Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique. ISNN (1) (2019)
Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
A survey on artificial neural networks application for identification and control in environmental engineering: Biological and chemical systems with uncertain models. Annu. Rev. Control. 48 (2019)
Tatyana Poznyak, Isaac Chairez, Alex Poznyak
Estimation of Contaminants Decomposition in Solid Phase with Ozone by Differential Neural Networks with Discontinuous Learning Law. VSS (2018)
Tatyana Poznyak, Isaac Chairez, Alexander S. Poznyak
Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. ISNN (2018)
Isaac Chairez, Rita Fuentes, Alexander S. Poznyak, Tatyana Poznyak, Marisol Escudero, Laura Viana
DNN-state identification of 2D distributed parameter systems. Int. J. Syst. Sci. 43 (2) (2012)
Rita Fuentes, Alex Poznyak, Isaac Chairez, M. Franco, Tatyana Poznyak
Continuous Neural Networks Applied to identify a class of uncertain parabolic Partial differential equations. Int. J. Model. Simul. Sci. Comput. 1 (4) (2010)
Isaac Chairez, Rita Fuentes, Alexander S. Poznyak, Tatyana Poznyak
Robust identification of uncertain Schrödinger type complex partial differential equations. CCE (2010)
Isaac Chairez, Alejandro García-González, Alexander S. Poznyak, Tatyana Poznyak
Model predictive control by differential neural networks approach. IJCNN (2010)
Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
Neural numerical modeling for uncertain distributed parameter systems. IJCNN (2009)
Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks. ICANN (2) (2009)
Alejandro García-González, Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak
Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks. IJCNN (2009)
Isaac Chairez Oria, Alexander S. Poznyak, Tatyana Poznyak
Practical stability analysis for DNN observation. CDC (2008)
Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak
Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems. Int. J. Control 81 (1) (2008)
Alejandro García-González, Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak
Projectional differential neural network observer with stable adaptation weights. CDC (2008)
Rita Fuentes, Alejandro García-González, Agustin Cabrera, Tatyana Poznyak, Isaac Chairez
Switching Learning Law for Differential Neural Observer for Biodegradation Process. IJCNN (2006)
Isaac Chairez Oria, Alexander S. Poznyak, Tatyana Poznyak
New Sliding-Mode Learning Law for Dynamic Neural Network Observer. IEEE Trans. Circuits Syst. II Express Briefs (12) (2006)