Prof. Dr. Natalia A. Serdyukova | Deep Metric Learning | Editorial Board Member
Professor | Gubkin University | Russia
Prof. Dr. Natalia A. Serdyukova is an active researcher in Applied Mathematics, Complex Systems, and Digital Transformation, with a strong focus on algebraic and quasi-fractal modeling of intelligent and socio-technical systems. Her scholarly portfolio includes 45+ publications, encompassing conference papers, book chapters, and contributions to international series such as Intelligent Systems Reference Library and E3S Web of Conferences. Collaborating frequently with Vladimir I. Serdyukov, her research develops algebraic quasi-fractal logic, probabilistic modeling, and smart-system dynamics. These contributions advance digitalization, risk analysis, and sustainability modeling in complex technological systems, strengthening interdisciplinary scientific innovation and applications in smart infrastructure and digital ecosystems.
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Featured Publications
Algebraic quasi-fractal modeling of complex systems with intermittent links.
– Proceedings of the ICEIP Conference. (2025).Â
Algebraic quasi-fractal dynamics: Modeling of the risk system of a complex energy-saving system.
– E3S Web of Conferences. (2024).
Fixed-point logic: Quasi-fractal aspects.
–In Quasi-fractal algebraic systems and smart systems modeling. (2024).
Presystem concept: Quasi-fractal probabilistic logic: The conditional digitalization function—Modeling of smart system states using homological algebra method.
– In Quasi-fractal algebraic systems and smart systems modeling. (2024).
