Deep Graph Learning-Based Surrogate Model for Inverse Modeling of Fractured Reservoirs
Xiaopeng Ma,
Jinsheng Zhao,
Desheng Zhou
et al.
Abstract: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 learning-based surrogate models have been widely studied as an alternative to numerical simulation, which can significantly improve the solving efficiency of inversion. However, for reservoirs with complex fracture distr… Show more
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