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...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Xiaopeng Ma, Jinsheng Zhao, Desheng Zhou, Kai Zhang, Yapeng Tian
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: MDPI AG 2024-03-01
Sraith:Mathematics
Ábhair:
naturally fractured reservoir
numerical simulation
surrogate model
deep graph learning
inverse modeling
Rochtain ar líne:https://www.mdpi.com/2227-7390/12/5/754

Ar líne

https://www.mdpi.com/2227-7390/12/5/754

Míreanna comhchosúla