A hybrid machine-learning approach for analysis of methane hydrate formation dynamics in porous media with synchrotron CT imaging

Fokin, M.I.; Nikitin, V.V.; Duchkov, A.A.

doi:10.1107/S1600577523005635

Journal of Synchrotron Radiation Journal of
Synchrotron Radiation

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Figure 7
Histogram approximation by the GMM. Each graph corresponds to CT data associated with different times in the hydrate formation experiment. The data histogram is shown by blue dots, Gaussians fitted with GMM by black dots, and sum of the Gaussians by a red line.

JOURNAL OF
SYNCHROTRON
RADIATION

ISSN: 1600-5775

Volume 30| Part 5| September 2023| Pages 978-988

https://doi.org/10.1107/S1600577523005635

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