New Neural Network Technique for Modelling Systems with Distributed Parameters. - Alexander N. Vasilyev; Dmitriy A. Tarkhov (DistIntellSys, 2008)

Neural Network Methods for Construction of Sociodynamic Models Hierarchy. - Ekaterina A. Blagoveshchenskaya; Aleksandra I. Dashkina; Tatiana V. Lazovskaya; Viktoria V. Ryabukhina; Dmitriy A. Tarkhov (ISNN, 2016)

Neural Network Technique in Boundary Value Problems for Ordinary Differential Equations. - Elena M. Budkina; Evgenii B. Kuznetsov; Tatiana V. Lazovskaya; Sergey S. Leonov; Dmitriy A. Tarkhov; Alexander N. Vasilyev (ISNN, 2016)

Neural Network Technique in Some Inverse Problems of Mathematical Physics. - Vladimir I. Gorbachenko; Tatiana V. Lazovskaya; Dmitriy A. Tarkhov; Alexander N. Vasilyev; Maxim V. Zhukov (ISNN, 2016)

Neural Network Technique for Processes Modeling in Porous Catalyst and Chemical Reactor. - Tatiana A. Shemyakina; Dmitriy A. Tarkhov; Alexander N. Vasilyev (ISNN, 2016)

Basis Functions Comparative Analysis in Consecutive Data Smoothing Algorithms. - F. D. Tarasenko; Dmitriy A. Tarkhov (ISNN, 2016)

Possibilities of Neural Networks for Personalization Approaches for Prevention of Complications After Endovascular Interventions. - Tatiana V. Lazovskaya; Dmitriy A. Tarkhov; Gelena A. Berezovskaya; Nikolay N. Petrischev; Ildar U. Zulkarnay (ISNN (1), 2017)

From Differential Equations to Multilayer Neural Network Models. - Tatiana T. Kaverzneva; Galina F. Malykhina; Dmitriy A. Tarkhov (ISNN (1), 2019)

Neural Network Methods of HIFU-Therapy Control by Infrared Thermography and Ultrasound Thermometry. - Andrey Yukhnev; Dmitriy A. Tarkhov; Yakov Gataulin; Yana Ivanova; Alexander Berkovich (ISNN (2), 2019)

Physics-Based Neural Network Methods for Solving Parameterized Singular Perturbation Problem. - Tatiana V. Lazovskaya; Galina F. Malykhina; Dmitriy A. Tarkhov (Comput., 2021)

Intelligent LED Certification System in Mass Production. - Galina F. Malykhina; Dmitriy A. Tarkhov; Viacheslav P. Shkodyrev; Tatiana V. Lazovskaya (Sensors, 2021)

Evolutionary PINN Learning Algorithms Inspired by Approximation to Pareto Front for Solving Ill-Posed Problems. - Tatiana V. Lazovskaya; Dmitriy A. Tarkhov; Maria Chistyakova; Egor Razumov; Anna Sergeeva; Tatiana A. Shemyakina (Comput., 2023)

Constructing Physics-Informed Neural Networks with Architecture Based on Analytical Modification of Numerical Methods by Solving the Problem of Modelling Processes in a Chemical Reactor. - Dmitriy A. Tarkhov; Tatiana V. Lazovskaya; Galina F. Malykhina (Sensors, 2023)

Adapting PINN Models of Physical Entities to Dynamical Data. - Dmitriy A. Tarkhov; Tatiana V. Lazovskaya; Valery Antonov (Comput., 2023)