Deep hierarchical distillation proxy-oil modeling for heterogeneous carbonate reservoirs

G Cirac, J Farfan, GD Avansi, DJ Schiozer… - … Applications of Artificial …, 2023 - Elsevier
This paper presents a novel few-shot proxy modeling approach for the oil and gas industry
to reduce reliance on numerical simulators for reservoir analysis. The strategy introduces a …

Cross-Domain Feature learning and data augmentation for few-shot proxy development in oil industry

G Cirac, J Farfan, GD Avansi, DJ Schiozer… - Applied Soft Computing, 2023 - Elsevier
In reservoir engineering, numerical simulators are crucial for analyzing risks and
uncertainties. The decision-making plan is complex due to numerous uncertain variables …

Discretization schemes for the two simplified global double porosity models of immiscible incompressible two-phase flow

M Jurak, L Pankratov, A Vrbaški - Journal of Physics: Conference …, 2024 - iopscience.iop.org
We present the discretization schemes for the two simplified homogenized models of
immiscible incompressible two-phase flow in double porosity media with thin fractures. The …