2024
DOI: 10.1029/2023wr036673
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Effective Characterization of Fractured Media With PEDL: A Deep Learning‐Based Data Assimilation Approach

Tongchao Nan,
Jiangjiang Zhang,
Yifan Xie
et al.

Abstract: Geological formations with fractures are frequently encountered in various research fields. Accurately characterizing these fractured media is of paramount importance when it comes to tasks that demand precise predictions of liquid flow and solute transport within them. Since directly measuring fractured media poses inherent challenges, data assimilation (DA) techniques are typically employed to derive inverse estimates of media properties using observable state variables. Nonetheless, the considerable difficu… Show more

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