Dmitry S. Polyanichenko

NIIAS — Russia

Materials Science · Physical Sciences

5h-index57citations14works0.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Machine Learning in Materials Science(3), Welding Techniques and Residual Stresses(2), Innovative Microfluidic and Catalytic Techniques Innovation(2), Thermography and Photoacoustic Techniques(2), Advanced X-ray and CT Imaging(2)

Publications14 total

The Mathematical Telemetry Data Model Transformation for Reconstructing the History of Railway Wagon Movements
Lecture notes in networks and systems·2025
Automation and Intellectualization of Management Train and Shunting Movements at the Marshalling Yard
Lecture notes in networks and systems·2025
Method for Rrecognizing and Generating Three-Dimensional Objects to Create Digital Twins
International Journal of Fuzzy Logic and Intelligent Systems·2025Open Access
ALGORITHMS OF GENERATION AND SEM-IMAGES PROCESSING FOR PROPERTIES IDENTIFICATION OF BIOINORGANIC MATRICES AND METHODS OF THEIR VERIFICATION
Izvestiâ ÛFU. Tehničeskie nauki·2025Open Access
Deep Reinforcement Learning Environment Approach Based on Nanocatalyst XAS Diagnostics Graphic Formalization
Materials·2023Open Access
Intelligent Analysis of Optical Microscopy Images for Microfluidic Synthesis Results
2023· 1 cited
Online Microfluidic Droplets Characterization Using Microscope Data Intelligent Analysis
Big Data and Cognitive Computing·2023· 6 citedOpen Access
Artificial Intelligence Approach to Palladium Nanocatalysts Diagnostics Automation
Lecture notes in networks and systems·2023
Design and Implementation of Hardware-Software Cloud System for Aero- Ion and Climate Monitoring with Data Consolidation
2022 4th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA)·2022
Integrated Video and Acoustic Emission Data Fusion for Intelligent Decision Making in Material Surface Inspection System
Sensors·2022· 9 citedOpen Access
Data Mining Approach to Characterization of Bioactive Inorganic Scaffold Properties Using Synthetic Images
Lecture notes in networks and systems·2022
Machine Learning and 3D Reconstruction of Materials Surface for Nondestructive Inspection
Sensors·2022· 17 citedOpen Access
Intelligent Detection of the Nanomaterials Spatial Structure with Synthetic Electron Microscopy Images
2022· 7 cited
XAS Data Preprocessing of Nanocatalysts for Machine Learning Applications
Materials·2021· 17 citedOpen Access

Frequent Co-authors

Maria A. Butakova(12), Oleg O. Kartashov(10), А. В. Чернов(6), Alexander A. Alexandrov(3), Ilias Κ. Savvas(3), A. A. Alexandrov(3), Sergey Y. Grishaev(3), Danil V. Fedorin(2), Vladislav S. Ierusalimov(1), Semyon A. Petrov(1), А. В. Солдатов(1), Vera V. Butova(1), Sergey V. Chapek(1), Grigory I. Belyavsky(1), Alexander V. Soldatov(1), Sofja S. Polyanichenko(1), Alexandr N. Nebaba(1), Grigory Beliavsky(1), Elizaveta Mukhanova(1), Svitlana Nastenko(1)