Mixture of relevance vector regression experts for reservoir properties prediction

X Liu, G Shao, C Yuan, X Chen, J Li, Y Chen - Journal of Petroleum Science …, 2022 - Elsevier
One of the most indispensable works in the oil and gas exploration and exploitation is
reservoir properties forecast. We develop a reservoir properties prediction method based on …

Improved prediction of thin reservoirs in complex structural regions using post-stack seismic waveform inversion: A case study in the Junggar Basin

M Ali, P Zhu, R Jiang, M Huolin… - Canadian Geotechnical …, 2024 - cdnsciencepub.com
The Mahu sag slope area, which holds significance as an oil and gas resource, still have
some underexplored regions because of structural mismatches, presenting a potential …

Fault and fracture study by incorporating borehole image logs and supervised neural network applied to the 3D seismic attributes: A case study of pre-salt carbonate …

AA Babasafari, GF Chinelatto… - Petroleum Science and …, 2022 - Taylor & Francis
Fractures play a significant role in the development and production phases of carbonate
reservoirs. Quantitative interpretation of fractures not only enhances reservoir models but …

Impact of diagenesis and pore aspects on the petrophysical and elastic properties of carbonate rocks from southern Lebanon

MK Salah, HT Janjuhah, J Sanjuan… - Bulletin of Engineering …, 2023 - Springer
Carbonate rocks form under widely variable depositional settings and are susceptible to
complicated diagenetic processes which influence their petrophysical and elastic properties …

Cohesive approach for determining porosity and P-impedance in carbonate rocks using seismic attributes and inversion analysis

Y Bashir, NA Siddiqui, DL Morib, AA Babasafari… - Journal of Petroleum …, 2024 - Springer
The assessment of hydrocarbon flow through seismic and well-log data presents a
persistent challenge in determining porosity. The acoustic impedance section provides a …

Improved gas sand facies classification and enhanced reservoir description based on calibrated rock physics modelling: A case study

U Shakir, A Ali, MR Amjad, M Hussain - Open Geosciences, 2021 - degruyter.com
Rock physics provides a dynamic tool for quantitative analysis by developing the basic
relationship between fluid, lithological, and depositional environment of the reservoir. The …

[PDF][PDF] Artificial intelligence and 3D subsurface interpretation for bright spot and channel detections

Y Bashir, MAAB Zahari, A Karaman, D Doğan… - AIMS …, 2024 - aimspress.com
Artificial intelligence and 3D subsurface interpretation for bright spot and channel detections
Page 1 AIMS Geosciences, 10(4): 662–683. DOI: 10.3934/geosci.2024034 Received: 31 May …

3D Geo-Seismic Data Enhancement Leveraging Geophysical Attributes for Hydrocarbon Prospect and Geological Illumination

Y Bashir, DN Akdeniz, D BALCI, M Soner… - … of the Earth, Parts A/B/C, 2025 - Elsevier
The process of 3D Geo-Seismic interpretation focuses on the precise characterization of
subsurface geological structures and lithological properties, as well as the identification of …

Study on Reservoir Characteristics and 3D Spatial Carving of Fault Solution Reservoirs Based on Geophysical Methods

R Wang, X Deng, J Zhang, P Wang, Z Liu, G Li… - ACS …, 2024 - ACS Publications
At present, research studies on the description of fracture characterization elements in fault
solution reservoirs are relatively limited, and further research is needed on contour …

Karst geomorphology analysis for geohazard assessment via seismic relief and dip attributes in Jx carbonate field, Central Luconia Province, Malaysia.

NFI Salman, M Elsaadany… - Bulletin of the Geological …, 2024 - search.ebscohost.com
Carbonate reservoirs in the Central Luconia Province of Malaysia underwent significant
karstification during the Miocene. Such features have a detrimental impact on drilling …