Dmitriy A. Tarkhov

14 papers C 5Journal 5Unranked 4

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Adapting PINN Models of Physical Entities to Dynamical Data. Comput. Dmitriy A. Tarkhov, Tatiana V. Lazovskaya, Valery Antonov
2023	J	`jnl`	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. Sensors Dmitriy A. Tarkhov, Tatiana V. Lazovskaya, Galina F. Malykhina
2023	J	`jnl`	Evolutionary PINN Learning Algorithms Inspired by Approximation to Pareto Front for Solving Ill-Posed Problems. Comput. Tatiana V. Lazovskaya, Dmitriy A. Tarkhov, Maria Chistyakova, Egor Razumov, Anna Sergeeva, Tatiana A. Shemyakina
2021	J	`jnl`	Intelligent LED Certification System in Mass Production. Sensors Galina F. Malykhina, Dmitriy A. Tarkhov, Viacheslav P. Shkodyrev, Tatiana V. Lazovskaya
2021	J	`jnl`	Physics-Based Neural Network Methods for Solving Parameterized Singular Perturbation Problem. Comput. Tatiana V. Lazovskaya, Galina F. Malykhina, Dmitriy A. Tarkhov
2019	—	`conf`	From Differential Equations to Multilayer Neural Network Models. ISNN (1) Tatiana T. Kaverzneva, Galina F. Malykhina, Dmitriy A. Tarkhov
2019	—	`conf`	Neural Network Methods of HIFU-Therapy Control by Infrared Thermography and Ultrasound Thermometry. ISNN (2) Andrey Yukhnev, Dmitriy A. Tarkhov, Yakov Gataulin, Yana Ivanova, Alexander Berkovich
2017	—	`conf`	Possibilities of Neural Networks for Personalization Approaches for Prevention of Complications After Endovascular Interventions. ISNN (1) Tatiana V. Lazovskaya, Dmitriy A. Tarkhov, Gelena A. Berezovskaya, Nikolay N. Petrischev, Ildar U. Zulkarnay
2016	C	`conf`	Basis Functions Comparative Analysis in Consecutive Data Smoothing Algorithms. ISNN F. D. Tarasenko, Dmitriy A. Tarkhov
2016	C	`conf`	Neural Network Methods for Construction of Sociodynamic Models Hierarchy. ISNN Ekaterina A. Blagoveshchenskaya, Aleksandra I. Dashkina, Tatiana V. Lazovskaya, Viktoria V. Ryabukhina, Dmitriy A. Tarkhov
2016	C	`conf`	Neural Network Technique for Processes Modeling in Porous Catalyst and Chemical Reactor. ISNN Tatiana A. Shemyakina, Dmitriy A. Tarkhov, Alexander N. Vasilyev
2016	C	`conf`	Neural Network Technique in Boundary Value Problems for Ordinary Differential Equations. ISNN Elena M. Budkina, Evgenii B. Kuznetsov, Tatiana V. Lazovskaya, Sergey S. Leonov, Dmitriy A. Tarkhov, Alexander N. Vasilyev
2016	C	`conf`	Neural Network Technique in Some Inverse Problems of Mathematical Physics. ISNN Vladimir I. Gorbachenko, Tatiana V. Lazovskaya, Dmitriy A. Tarkhov, Alexander N. Vasilyev, Maxim V. Zhukov
2008	—	`conf`	New Neural Network Technique for Modelling Systems with Distributed Parameters. DistIntellSys Alexander N. Vasilyev, Dmitriy A. Tarkhov