A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media.
作者： Dylan Robert Harp , Rajesh J. Pawar , Bicheng Yan , Bailian Chen
DOI:
关键词: Porous medium 、 Fluid dynamics 、 Multiphase flow 、 Flow (mathematics) 、 Deep learning 、 State variable 、 Speedup 、 Algorithm 、 Artificial intelligence 、 Surrogate model
摘要: Physics-based simulators for multiphase flow in porous media emulate nonlinear processes with coupled physics, and usually require extensive computational resources for software …
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