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ORCIDDmitriy A. Tarkhov
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Journal Articles
- 2023
[j5]Tatiana V. Lazovskaya, Dmitriy A. Tarkhov, Maria Chistyakova, Egor Razumov, Anna Sergeeva, Tatiana A. Shemyakina:
Evolutionary PINN Learning Algorithms Inspired by Approximation to Pareto Front for Solving Ill-Posed Problems. Comput. 11(1): 166 (2023)- [j4]Dmitriy A. Tarkhov
, Tatiana V. Lazovskaya, Valery Antonov:
Adapting PINN Models of Physical Entities to Dynamical Data. Comput. 11(9): 168 (2023) - [j3]Dmitriy A. Tarkhov, Tatiana V. Lazovskaya, Galina F. Malykhina:
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 23(2): 663 (2023) - 2021
- [j2]Tatiana V. Lazovskaya, Galina F. Malykhina, Dmitriy A. Tarkhov:
Physics-Based Neural Network Methods for Solving Parameterized Singular Perturbation Problem. Comput. 9(9): 97 (2021) - [j1]Galina F. Malykhina, Dmitriy A. Tarkhov, Viacheslav P. Shkodyrev, Tatiana V. Lazovskaya:
Intelligent LED Certification System in Mass Production. Sensors 21(8): 2891 (2021)
Conference and Workshop Papers
- 2019
- [c9]Tatiana T. Kaverzneva, Galina F. Malykhina, Dmitriy A. Tarkhov:
From Differential Equations to Multilayer Neural Network Models. ISNN (1) 2019: 19-27 - [c8]Andrey Yukhnev, Dmitriy A. Tarkhov, Yakov Gataulin, Yana Ivanova, Alexander Berkovich:
Neural Network Methods of HIFU-Therapy Control by Infrared Thermography and Ultrasound Thermometry. ISNN (2) 2019: 595-602 - 2017
- [c7]Tatiana V. Lazovskaya, Dmitriy A. Tarkhov, Gelena A. Berezovskaya, Nikolay N. Petrischev, Ildar U. Zulkarnay:
Possibilities of Neural Networks for Personalization Approaches for Prevention of Complications After Endovascular Interventions. ISNN (1) 2017: 379-385 - 2016
- [c6]Elena M. Budkina, Evgenii B. Kuznetsov, Tatiana V. Lazovskaya, Sergey S. Leonov, Dmitriy A. Tarkhov, Alexander N. Vasilyev:
Neural Network Technique in Boundary Value Problems for Ordinary Differential Equations. ISNN 2016: 277-283 - [c5]Vladimir I. Gorbachenko, Tatiana V. Lazovskaya, Dmitriy A. Tarkhov, Alexander N. Vasilyev, Maxim V. Zhukov:
Neural Network Technique in Some Inverse Problems of Mathematical Physics. ISNN 2016: 310-316 - [c4]F. D. Tarasenko, Dmitriy A. Tarkhov:
Basis Functions Comparative Analysis in Consecutive Data Smoothing Algorithms. ISNN 2016: 482-489 - [c3]Ekaterina A. Blagoveshchenskaya, Aleksandra I. Dashkina, Tatiana V. Lazovskaya, Viktoria V. Ryabukhina, Dmitriy A. Tarkhov:
Neural Network Methods for Construction of Sociodynamic Models Hierarchy. ISNN 2016: 513-520 - [c2]Tatiana A. Shemyakina, Dmitriy A. Tarkhov, Alexander N. Vasilyev:
Neural Network Technique for Processes Modeling in Porous Catalyst and Chemical Reactor. ISNN 2016: 547-554 - 2008
- [c1]Alexander N. Vasilyev, Dmitriy A. Tarkhov:
New Neural Network Technique for Modelling Systems with Distributed Parameters. DistIntellSys 2008: 111-118
Coauthor Index
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