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  1. 2025

  2. Application of a Convolutional Neural Network for Automated Analysis of X-ray Photoelectron Spectra of Heterogeneous Catalysts

    Vakhrushev, A. A., Matveev, A. V. & Nartova, A. V., 25 Feb 2025, In: Kinetics and Catalysis. 65, 6, p. 788-796 9 p.

    Research output: Contribution to journal › Article › peer-review

  3. 2024

  4. Deep machine learning for STEM image analysis

    Nartova, A. V., Matveev, A. V., Kovtunova, L. M. & Okunev, A. G., Nov 2024, In: Mendeleev Communications. 34, 6, p. 774-775 2 p.

    Research output: Contribution to journal › Article › peer-review

  5. DLgram cloud service for deep-learning analysis of microscopy images

    Matveev, A. V., Nartova, A. V., Sankova, N. N. & Okunev, A. G., May 2024, In: Microscopy Research and Technique. 87, 5, p. 991-998 8 p.

    Research output: Contribution to journal › Article › peer-review

  6. 2023

  7. iOk Platform for Automatic Search and Analysis of Objects in Images Using Artificial Intelligence in the Study of Supported Catalysts

    Nartova, A. V., Matveev, A. V., Mashukov, M. Y., Belotserkovskii, V. A., Sankova, N. N., Kudinov, V. Y. & Okunev, A. G., Aug 2023, In: Kinetics and Catalysis. 64, 4, p. 458-465 8 p.

    Research output: Contribution to journal › Article › peer-review

  8. iOk Platform for Automated Object Detection and Analysis in Microscopy Images

    Kudinov, V. Y., Matveev, A. V., Nartova, A. V., Sankova, N. N., Belotserkovskii, V. A. & Okunev, A. G., 2023, Proceedings of the 2023 IEEE 16th International Scientific and Technical Conference Actual Problems of Electronic Instrument Engineering, APEIE 2023. Institute of Electrical and Electronics Engineers Inc., p. 1420-1423 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  9. 2022

  10. Small palladium clusters and their adducts with atomic oxygen

    Lysova, A. A., Benassi, E. & Matveev, A. V., 15 Nov 2022, In: Polyhedron. 227, 116123.

    Research output: Contribution to journal › Article › peer-review

  11. Particle Recognition on Transmission Electron Microscopy Images Using Computer Vision and Deep Learning for Catalytic Applications

    Nartova, A. V., Mashukov, M. Y., Astakhov, R. R., Kudinov, V. Y., Matveev, A. V. & Okunev, A. G., Feb 2022, In: Catalysts. 12, 2, 135.

    Research output: Contribution to journal › Article › peer-review

  12. 2021

  13. Автоматический анализ изображений микроскопии с применением облачного сервиса DLgram01

    Matveev, A. V., Mashukov, M. Y., Nartova, A. V., Sankova, N. N. & Okunev, A. G., 2021, In: Physical and chemical aspects of the study of clusters nanostructures and nanomaterials. 13, p. 300-311 12 p., 32.

    Research output: Contribution to journal › Article › peer-review

  14. 2020

  15. Using Computer Vision and Deep Learning for Cells Recognition

    Kudinov, V. Y., Mashukov, M. Y., Maslova, E. A., Orishchenko, K. E., Okunev, A. G. & Matveev, A. V., 14 Nov 2020, Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020. Institute of Electrical and Electronics Engineers Inc., p. 17-20 4 p. 9303201. (Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  16. Using Computer Vision and Deep Learning for Nanoparticle Recognition on Scanning Probe Microscopy Images: Modified U-net Approach

    Liz, M. F., Nartova, A. V., Matveev, A. V. & Okunev, A. G., 14 Nov 2020, Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020. Institute of Electrical and Electronics Engineers Inc., p. 13-16 4 p. 9303184. (Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  17. Nanoparticle recognition on scanning probe microscopy images using computer vision and deep learning

    Okunev, A. G., Mashukov, M. Y., Nartova, A. V. & Matveev, A. V., 30 Jun 2020, In: Nanomaterials. 10, 7, p. 1-16 16 p., 1285.

    Research output: Contribution to journal › Article › peer-review

  18. 2019

  19. Recognition of nanoparticles on scanning probe microscopy images using computer vision and deep machine learning

    Okunev, A. G., Nartova, A. V. & Matveev, A. V., Oct 2019, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 940-943 4 p. 8958363. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  20. 2018

  21. NO + H2 reaction over Pd(110): TPD, TPR and DFT study

    Bryliakova, A. A., Matveev, A. V., Tapilin, V. M. & Gorodetskii, V. V., 1 Apr 2018, In: Molecular Catalysis. 448, p. 53-62 10 p.

    Research output: Contribution to journal › Article › peer-review

  22. In Situ NAP-XPS and Mass Spectrometry Study of the Oxidation of Propylene over Palladium

    Kaichev, V. V., Saraev, A. A., Matveev, A. V., Dubinin, Y. V., Knop-Gericke, A. & Bukhtiyarov, V. I., 1 Mar 2018, In: Journal of Physical Chemistry C. 122, 8, p. 4315-4323 9 p.

    Research output: Contribution to journal › Article › peer-review

ID: 8715878