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  1. 2022

  2. Поиск оптимальных 2D моделей нейронной сети U-net для решения задачи семантической сегментации томографических изображений гидратосодержащих образцов

    Колесник, Т. О. & Дучков, А. А., 2022, In: Вестник Новосибирского государственного университета. Серия: Информационные технологии. 20, 1, p. 28-46 19 p., 3.

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

  3. Построение сейсмотомографической модели района научно-исследовательской станции «остров Самойловский» по данным локального сейсмологического мониторинга за 2019-2021 гг.

    Dergach, P. A., Eponeshnikova, L. Y., Ponasenko, S. N., Kartoziia, A. A., Geissler, W. H., Duchkov, A. A., Shibaev, S. V. & Zobnin, G. Y., 2022, In: Geodynamics and Tectonophysics. 13, S2, 6 p., 0627.

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

  4. 2021

  5. Dynamic in situ imaging of methane hydrate formation in coal media

    Nikitin, V. V., Fokin, M. I., Dugarov, G. A., Drobchik, A. N., Andrade, V. D., Shevchenko, P. D., Manakov, A. Y. & Duchkov, A. A., 15 Aug 2021, In: Fuel. 298, 120699.

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

  6. Acoustic properties of hydrate-bearing coal samples depending on temperature and water saturation type

    Dugarov, G. A., Duchkov, A. A. & Manakov, A. Y., 11 Mar 2021, In: Geophysics. 86, 3, p. U31-U37

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

  7. Localization of microseismic events using physics-informed neural networks for traveltime computation

    Grubas, S., Yaskevich, S. & Duchkov, A., 2021, 82nd EAGE Conference and Exhibition 2021. European Association of Geoscientists and Engineers, p. 5228-5232 5 p. (82nd EAGE Conference and Exhibition 2021; vol. 7).

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

  8. Physics-constrained deep learninig for solving the Eikonal equation

    Grubas, S., Loginov, G. & Duchkov, A., 2021, 82nd EAGE Conference and Exhibition 2021. European Association of Geoscientists and Engineers, p. 2252-2256 5 p. (82nd EAGE Conference and Exhibition 2021; vol. 3).

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

  9. 2020

  10. Traveltime-table compression using artificial neural networks for Kirchhoff-migration processing of microseismic data

    Grubas, S. I., Loginov, G. N. & Duchkov, A. A., 1 Sept 2020, In: Geophysics. 85, 5, p. U121-U128 8 p.

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

  11. Dynamic in-situ imaging of methane hydrate formation and self-preservation in porous media

    Nikitin, V. V., Dugarov, G. A., Duchkov, A. A., Fokin, M. I., Drobchik, A. N., Shevchenko, P. D., De Carlo, F. & Mokso, R., May 2020, In: Marine and Petroleum Geology. 115, 10 p., 104234.

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

  12. Approximate traveltime inversion in downhole microseismic monitoring

    Yaskevich, S., Duchkov, A. A. & Ivanov, Y., 1 Mar 2020, In: Geophysical Prospecting. 68, 3, p. 918-925 8 p.

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

  13. Timing shifts retrieval for the multi-well downhole microseismic monitoring in isotropic and anisotropic (VTI) media

    Yaskevich, S. & Duchkov, A., 1 Jan 2020, p. 3106-3110. 5 p.

    Research output: Contribution to conference › Paper › peer-review

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