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Publications

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Publications by: Dmitry Zhevnenko

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

Memristors Microelectronics Time Series Analysis Physics Chaos, Solitons & Fractals

2025

Automation of input control of transistors using deep learning models and analysis of their latent space

AS Chernova, Fedor Pavlovich Meshchaninov, Dmitry Zhevnenko, Evgenii Sergeevich Gornev

Doklady Rossijskoj Akademii Nauk. Mathematika, Informatika, Processy Upravlenia•September 2025

DOI: https://doi.org/10.7868/S2686954325070239

Microelectronics Anomaly Detection Industrial AI Representation Learning

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

Memristors Microelectronics Physics Chaos, 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

Memristors Microelectronics Physics Chaos, Solitons & Fractals