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ORCIDTatyana Poznyak
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2020 – today
- 2022
[j8]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: 108018 (2022)- [j7]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: 156-167 (2022) - 2020
- [j6]Alejandro García-González, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak:
Projectional Observers of Nonlinear Systems With Full-State Constraints. IEEE Trans. Circuits Syst. 67-II(12): 3078-3082 (2020)
2010 – 2019
- 2019
- [j5]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: 250-272 (2019) - [c11]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: 28-38 - 2018
- [c10]Tatyana Poznyak, Isaac Chairez, Alexander S. Poznyak:
Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. ISNN 2018: 745-756 - [c9]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: 291-296 - 2012
- [j4]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): 296-307 (2012) - 2010
- [j3]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) - [c8]Isaac Chairez, Rita Fuentes, Alexander S. Poznyak, Tatyana Poznyak:
Robust identification of uncertain Schrödinger type complex partial differential equations. CCE 2010: 170-175 - [c7]Isaac Chairez, Alejandro García-González, Alexander S. Poznyak, Tatyana Poznyak:
Model predictive control by differential neural networks approach. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [c6]Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak:
Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks. ICANN (2) 2009: 552-562 - [c5]Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak:
Neural numerical modeling for uncertain distributed parameter systems. IJCNN 2009: 909-916 - [c4]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: 917-924 - 2008
- [j2]Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak:
Sliding mode neurocontrol for the class of dynamic uncertain non-linear systems. Int. J. Control 81(1): 74-88 (2008) - [c3]Isaac Chairez Oria, Alexander S. Poznyak, Tatyana Poznyak:
Practical stability analysis for DNN observation. CDC 2008: 2551-2556 - [c2]Alejandro García-González, Alexander S. Poznyak, Isaac Chairez Oria, Tatyana Poznyak:
Projectional differential neural network observer with stable adaptation weights. CDC 2008: 3652-3657 - 2006
- [j1]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 53-II(12): 1338-1342 (2006) - [c1]Rita Fuentes, Alejandro García-González, Agustin Cabrera, Tatyana Poznyak, Isaac Chairez:
Switching Learning Law for Differential Neural Observer for Biodegradation Process. IJCNN 2006: 4484-4490
Coauthor Index
aka: Alexander S. Poznyak
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