[HTML][HTML] Progress and challenges of integrated machine learning and traditional numerical algorithms: Taking reservoir numerical simulation as an example

X Chen, K Zhang, Z Ji, X Shen, P Liu, L Zhang, J Wang… - Mathematics, 2023 - mdpi.com
Machine learning techniques have garnered significant attention in various engineering
disciplines due to their potential and benefits. Specifically, in reservoir numerical …

Non-linear singular integral representation for petroleum reservoir engineering

EG Ladopoulos - Acta mechanica, 2011 - Springer
A new mathematical model is proposed in order to determine the properties of the reservoir
materials, when oil reserves are moving through porous media, which is a very important …

[PDF][PDF] Petroleum reservoir engineering by non-linear singular integral equations'

EG Ladopoulos - Mech. Engng Res., 1 (2011), 1, 2011 - Citeseer
For the determination of the properties of several reservoir materials, when oil reserves are
moving through porous media, a new mathematical approach is proposed. Such problem is …

Integrated characterization of the fracture network in fractured shale gas reservoirs—stochastic fracture modeling, simulation and assisted history matching

Y Wu, L Cheng, JE Killough, S Huang… - SPE Annual Technical …, 2019 - onepetro.org
The large uncertainty in fracture characterization for shale gas reservoirs seriously affects
the confidence in making forecasts, fracturing design, and taking recovery enhancement …

Hydrocarbon reserves exploration by real-time expert seismology and non-linear singular integral equations

EG Ladopoulos - International Journal of Oil, Gas and Coal …, 2012 - inderscienceonline.com
By using a non-linear 3-D elastic waves real-time expert system, the new theory of 'real-time
expert seismology'is proposed, for the exploration of the on-shore and off-shore oil and gas …

[PDF][PDF] Multiphase Flows in Oil Reservoir Engineering by Non-linear Singular Integral Equations

EG Ladopoulos - Univ. J. Fluid Mech., 1 (2013), 1 - researchgate.net
An innovative and groundbreaking mathematical approach is proposed for the
determination of the properties of reservoir materials, when oil reserves together with water …

[PDF][PDF] Non-linear Singular Integral Equations in Oil and Gas Engineering by Fourdimensional Multiphase Flows

EG Ladopoulos - Univ. J. Int, Eqns, 3 (2015), 1 - researchgate.net
A modern method is proposed in the area of four-dimensional multiphase flows for the
determination of the properties of reservoir materials, when petroleum reserves together with …

[PDF][PDF] Three-dimensional Multiphase Flows by Non-linear Singular Integral Equations in Petroleum Engineering

EG Ladopoulos - Univ. J. Int. Eqns, 2 (2014), 1 - researchgate.net
A new method is proposed in the area of three-dimensional multiphase flows for the
determination of the properties of reservoir materials, when petroleum reserves together with …

Perturbation boundary element method for heterogeneous reservoirs: part 2—transient-flow problems

K Sato, RN Horne - SPE Formation Evaluation, 1993 - onepetro.org
This paper discusses the extension of the perturbation boundary element method (BEM)
described in the companion paper (Part 1) to transient-flow problems with permeability and …

Pressure transient analysis of multiple fractured horizontal well in composite shale gas reservoirs by boundary element method

M Wu, M Ding, J Yao, S Xu, L Li, X Li - Journal of Petroleum Science and …, 2018 - Elsevier
The composite shale gas reservoir consists of an inner and an outer region. Inner region is
stimulated reservoir volume (SRV) and contains shale matrix and natural fractures. Outer …