Deep Graph Learning-Based Surrogate Model for Inverse Modeling of Fractured Reservoirs

Deep Graph Learning-Based Surrogate Model for Inverse Modeling of Fractured Reservoirs

Inverse modeling can estimate uncertain parameters in subsurface reservoirs and provide reliable numerical models for reservoir development and management. The traditional simulation-based inversion method usually requires numerous numerical simulations, which is time-consuming. Recently, deep learn...

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Bibliographic Details
Main Authors: Xiaopeng Ma, Jinsheng Zhao, Desheng Zhou, Kai Zhang, Yapeng Tian
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Mathematics
Subjects:
naturally fractured reservoir
numerical simulation
surrogate model
deep graph learning
inverse modeling
Online Access:https://www.mdpi.com/2227-7390/12/5/754

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