iMakiMak AI Lab
HomeAboutTeamProjectsPublicationsNews
iMak AI Lab

Research and products at the intersection of science and industry.

Explore

  • About
  • Team
  • Projects
  • Publications
  • News

Contact

info@imak.ai
© 2026 iMak AI Lab

Publications

A collection of key scientific and applied works of the laboratory. In the future, the list can be linked to an external database or Google Scholar.

2026

Learning memristor switching degradation dynamics with neural models

Dmitry Zhevnenko, Fedor Meshchaninov, Maria Koryazhkina, Alexey Belov, Vladimir Shmakov, Evgeny Gornev,

Chaos, Solitons & Fractals•April 2026
DOI: https://doi.org/10.1016/j.chaos.2025.117803
MemristorsMicroelectronicsTime Series AnalysisPhysicsChaos, Solitons & Fractals
2025

Modeling memristor switching behavior through phase-delay cluster analysis

Dmitry Zhevnenko, Fedor Meshchaninov, Alexey Belov, Evgeny Gornev, Alexey Mikhaylov

Chaos, Solitons & Fractals•August 2025
DOI: https://doi.org/10.1016/j.chaos.2025.116447
MemristorsMicroelectronicsPhysicsChaos, Solitons & Fractals
2025

Introducing a neural network approach to memristor dynamics: A comparative study with traditional compact models

Dmitry Zhevnenko, F Meshchaninov, V Shmakov, E Kharchenko, V Kozhevnikov, A Chernova,

Chaos, Solitons & Fractals•March 2025
DOI: https://doi.org/10.1016/j.chaos.2024.115960
MemristorsMicroelectronicsPhysicsChaos, Solitons & Fractals