Dmitriy A. Tarkhov - researchr alias

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Viewing Publication 1 - 11 from 11

2023

Adapting PINN Models of Physical Entities to Dynamical DataDmitriy A. Tarkhov, Tatiana V. Lazovskaya, Valery Antonov. computation, 11(9):168, September 2023. [doi]

Constructing Physics-Informed Neural Networks with Architecture Based on Analytical Modification of Numerical Methods by Solving the Problem of Modelling Processes in a Chemical ReactorDmitriy A. Tarkhov, Tatiana V. Lazovskaya, Galina F. Malykhina. sensors, 23(2):663, January 2023. [doi]

2021

Physics-Based Neural Network Methods for Solving Parameterized Singular Perturbation ProblemTatiana V. Lazovskaya, Galina F. Malykhina, Dmitriy A. Tarkhov. computation, 9(9):97, 2021. [doi]

Intelligent LED Certification System in Mass ProductionGalina Malykhina, Dmitriy A. Tarkhov, Viacheslav Shkodyrev, Tatiana V. Lazovskaya. sensors, 21(8):2891, 2021. [doi]

2019

From Differential Equations to Multilayer Neural Network ModelsTatiana T. Kaverzneva, Galina F. Malykhina, Dmitriy A. Tarkhov. isnn 2019: 19-27 [doi]

2017

Possibilities of Neural Networks for Personalization Approaches for Prevention of Complications After Endovascular InterventionsTatiana V. Lazovskaya, Dmitriy A. Tarkhov, Gelena A. Berezovskaya, Nikolay N. Petrischev, Ildar U. Zulkarnay. isnn 2017: 379-385 [doi]

2016

Neural Network Methods for Construction of Sociodynamic Models HierarchyEkaterina A. Blagoveshchenskaya, Aleksandra I. Dashkina, Tatiana V. Lazovskaya, Viktoria V. Ryabukhina, Dmitriy A. Tarkhov. isnn 2016: 513-520 [doi]

Neural Network Technique in Boundary Value Problems for Ordinary Differential EquationsElena M. Budkina, Evgenii B. Kuznetsov, Tatiana V. Lazovskaya, Sergey S. Leonov, Dmitriy A. Tarkhov, Alexander N. Vasilyev. isnn 2016: 277-283 [doi]

Neural Network Technique in Some Inverse Problems of Mathematical PhysicsVladimir I. Gorbachenko, Tatiana V. Lazovskaya, Dmitriy A. Tarkhov, Alexander N. Vasilyev, Maxim V. Zhukov. isnn 2016: 310-316 [doi]

Neural Network Technique for Processes Modeling in Porous Catalyst and Chemical ReactorTatiana A. Shemyakina, Dmitriy A. Tarkhov, Alexander N. Vasilyev. isnn 2016: 547-554 [doi]

2008

New Neural Network Technique for Modelling Systems with Distributed ParametersAlexander N. Vasilyev, Dmitriy A. Tarkhov. distintellsys 2008: 111-118

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