Review of data science trends and issues in porous media research with a focus on image‐based techniques
Data science as a flourishing interdisciplinary domain of computer and mathematical
sciences is playing an important role in guiding the porous material research streams. In the …
sciences is playing an important role in guiding the porous material research streams. In the …
Microfacies analysis and reservoir discrimination of channelized carbonate platform systems: An example from the Turonian Wata Formation, Gulf of Suez, Egypt
AA Kassem, OA Osman, BS Nabawy… - Journal of Petroleum …, 2022 - Elsevier
The channelized carbonate reservoirs played important role in the global hydrocarbon
production. This study presents a new contribution to the carbonate platform system of the …
production. This study presents a new contribution to the carbonate platform system of the …
A case study of petrophysical rock typing and permeability prediction using machine learning in a heterogenous carbonate reservoir in Iran
Petrophysical rock typing (PRT) and permeability prediction are of great significance for
various disciplines of oil and gas industry. This study offers a novel, explainable data-driven …
various disciplines of oil and gas industry. This study offers a novel, explainable data-driven …
Reservoir rock typing and storage capacity of Mishrif Carbonate Formation in West Qurna/1 Oil Field, Iraq
AN Al-Dujaili - Carbonates and Evaporites, 2023 - Springer
The Mishrif sequence in the West Qurna oilfield is a long-term, second-order shallowing-
upward cycle with a regional unconformity at the top. Due to changes in rock textures and …
upward cycle with a regional unconformity at the top. Due to changes in rock textures and …
[HTML][HTML] Determining the geomechanical units using rock physics methods
The stability of the drilled wellbores in carbonate formations is of great importance. This
paper is a new approach to determine the elastic properties of the wellbore based on rock …
paper is a new approach to determine the elastic properties of the wellbore based on rock …
Lithologic identification of complex reservoir based on PSO-LSTM-FCN algorithm
Y He, W Li, Z Dong, T Zhang, Q Shi, L Wang, L Wu… - Energies, 2023 - mdpi.com
Reservoir lithology identification is the basis for the exploration and development of complex
lithological reservoirs. Efficient processing of well-logging data is the key to lithology …
lithological reservoirs. Efficient processing of well-logging data is the key to lithology …
[HTML][HTML] Enhancing the Understanding of Subsurface Relations: Machine Learning Approaches for Well Data Analysis in the Drava Basin, Pannonian Super Basin
A Brcković, J Orešković, M Cvetković… - Applied Sciences, 2024 - mdpi.com
The aim of this study was to confirm if predictive regression algorithms can provide reliable
results in missing geophysical logging data in the western and eastern parts of the Drava …
results in missing geophysical logging data in the western and eastern parts of the Drava …
Dimensionality reduction methods used in history matching
Abstract As discussed in Sect. 3.4, one of the challenges in history matching is the high
dimensionality (large number of model parameters) of the reservoir model realizations that …
dimensionality (large number of model parameters) of the reservoir model realizations that …
[PDF][PDF] High-fidelity outcrop-analog model of the Hanifa Reservoir
AI Ramdani - 2022 - repository.kaust.edu.sa
Sub-seismic meter-scale interwell depositional facies heterogeneity and microporosity are
critical components behind properties and fluid flow heterogeneities of many Middle eastern …
critical components behind properties and fluid flow heterogeneities of many Middle eastern …
Petrophysical characterisation of the Neoproterozoic and Cambrian successions in the Officer Basin
L Wang, AHE Bailey, LK Carr, DS Edwards… - The APPEA …, 2022 - CSIRO Publishing
The Neoproterozoic–Paleozoic Officer Basin, located in South Australia and Western
Australia, remains a frontier basin for energy exploration, with significant uncertainty due to a …
Australia, remains a frontier basin for energy exploration, with significant uncertainty due to a …