| 2019 | ISNN | Projectional Learning Laws for Differential Neural Networks Based on Double-Averaged Sub-Gradient Descent Technique. | Isaac Chairez, Alexander S. Poznyak, Alexander V. Nazin, Tatyana Poznyak |
| 2018 | ISNN | Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. | Tatyana Poznyak, Isaac Chairez, Alexander S. Poznyak |
| 2010 | IJCNN | Model predictive control by differential neural networks approach. | Isaac Chairez, Alejandro Garca-Gonzlez, Alexander S. Poznyak, Tatyana Poznyak |
| 2009 | ICANN | Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks. | Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak |
| 2009 | IJCNN | Neural numerical modeling for uncertain distributed parameter systems. | Rita Fuentes, Alexander S. Poznyak, Isaac Chairez, Tatyana Poznyak |
| 2009 | IJCNN | Robust identification of uncertain nonlinear systems with state constrains by Differential Neural Networks. | Alejandro Garca-Gonzlez, Isaac Chairez, Alexander S. Poznyak, Tatyana Poznyak |
| 2006 | IJCNN | Switching Learning Law for Differential Neural Observer for Biodegradation Process. | Rita Fuentes, Alejandro Garca-Gonzlez, Agustn Cabrera, Tatyana Poznyak, Isaac Chairez |