Dmitry Martysyuk

According to our database, Dmitry Martysyuk authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2026

Soft-Prompted Semantic Normalization for Unsupervised Analysis of the Scientific Literature.

Ivan P. Malashin, Dmitry Martysyuk, Vadim Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksei S. Borodulin

Mach. Learn. Knowl. Extr., 2026

SciGraph-LLM: Automatic Knowledge Graph Construction from Scientific Papers.

Ivan P. Malashin, Igor S. Masich, Vadim Tynchenko, Aleksei S. Borodulin, Andrei P. Gantimurov, Vladimir A. Nelyub, Dmitry Martysyuk

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, 2026

2025

Powder particle classification with scanning electron microscopy images using machine learning techniques.

Ivan P. Malashin, Dmitry Martysyuk

Expert Syst. Appl., 2025

Integrating Machine Learning and Multi-Objective Optimization in Biofuel Systems: A Review.

Ivan P. Malashin, Dmitry Martysyuk, Vadim Tynchenko, Andrei P. Gantimurov, Vladimir A. Nelyub, Aleksei S. Borodulin

IEEE Access, 2025

A Stochastic Diffusion Framework for Tabular Data Synthesis and Completion.

Ivan P. Malashin, Igor S. Masich, Dmitry Martysyuk, Andrei P. Gantimurov, Aleksey S. Borodulin, Vladimir A. Nelyub, Vadim Tynchenko

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Controlled Porosity of Selective Laser Melting-Produced Thermal Pipes: Experimental Analysis and Machine Learning Approach for Pore Recognition on Pipes Surfaces.

Ivan P. Malashin, Dmitry Martysyuk, Vadim Tynchenko, Vladimir A. Nelyub, Aleksey S. Borodulin, Andrei P. Gantimurov, Anton Nisan, Nikolay Novozhilov, Viatcheslav Zelentsov, Aleksey Filimonov, Andrey Galinovsky

Sensors, August, 2024

Assessment of Anisotropic Acoustic Properties in Additively Manufactured Materials: Experimental, Computational, and Deep Learning Approaches.

Ivan P. Malashin, Vadim Tynchenko, Dmitry Martysyuk, Nikita A. Shchipakov, Nikolay V. Krysko, Maxim Degtyarev, Vladimir A. Nelyub, Andrei P. Gantimurov, Aleksey S. Borodulin, Andrey Galinovsky

Sensors, July, 2024

Deep Learning Approach for Pitting Corrosion Detection in Gas Pipelines.

Ivan P. Malashin, Vadim Tynchenko, Vladimir A. Nelyub, Aleksey S. Borodulin, Andrei P. Gantimurov, Nikolay V. Krysko, Nikita A. Shchipakov, Denis M. Kozlov, Andrey G. Kusyy, Dmitry Martysyuk, Andrey Galinovsky

Sensors, June, 2024