[HTML][HTML] Shear wave velocity prediction: A review of recent progress and future opportunities

JO Olutoki, J Zhao, NA Siddiqui, M Elsaadany… - Energy …, 2024 - Elsevier
Shear logs, also known as shear velocity logs, are used for various types of seismic
analysis, such as determining the relationship between amplitude variation with offset (AVO) …

[HTML][HTML] A review of reservoir rock ty** methods in carbonate reservoirs: Relation between geological, seismic, and reservoir rock types

A Kadkhodaie-Ilkhchi… - Iranian Journal of Oil and …, 2018 - ijogst.put.ac.ir
Carbonate reservoirs rock ty** plays a pivotal role in the construction of reservoir static
models and volumetric calculations. The procedure for rock type determination starts with …

Machine learning technique for the prediction of shear wave velocity using petrophysical logs

M Anemangely, A Ramezanzadeh, H Amiri… - Journal of Petroleum …, 2019 - Elsevier
Compressional wave velocity (Vp) and shear wave velocity (Vs) are widely used as quick,
easy to use, and cost-effective means of determining the mechanical properties of …

Predicting shear wave velocity from conventional well logs with deep and hybrid machine learning algorithms

M Rajabi, O Hazbeh, S Davoodi, DA Wood… - Journal of Petroleum …, 2023 - Springer
Shear wave velocity (VS) data from sedimentary rock sequences is a prerequisite for
implementing most mathematical models of petroleum engineering geomechanics …

Image-based velocity estimation of rock using convolutional neural networks

S Karimpouli, P Tahmasebi - Neural Networks, 2019 - Elsevier
Digital images of rock samples have been using extensively in Digital Rock Physics (DRP)
to evaluate physical parameters of rock such as permeability, P-and S-wave velocities and …

Data driven model for sonic well log prediction

D Onalo, S Adedigba, F Khan, LA James… - Journal of Petroleum …, 2018 - Elsevier
Near wellbore failure during the exploration of hydrocarbon reservoirs presents a serious
concern to the oil and gas industry. To predict the probability of these undesirable …

S-wave velocity inversion and prediction using a deep hybrid neural network

J Wang, J Cao, S Zhao, Q Qi - Science China Earth Sciences, 2022 - Springer
The S-wave velocity is a critical petrophysical parameter in reservoir description, prestack
seismic inversion, and geomechanical analysis. However, obtaining the S-wave velocity …

Estimating shear wave velocity in carbonate reservoirs from petrophysical logs using intelligent algorithms

M Mehrad, A Ramezanzadeh, M Bajolvand… - Journal of Petroleum …, 2022 - Elsevier
Shear-wave velocity (V s) is a key petrophysical data for a wide spectrum of applications in
the upstream oil industry. In many wells, however, the corresponding log cannot be acquired …

Automatic prediction of shear wave velocity using convolutional neural networks for different reservoirs in Ordos Basin

Y Zhang, C Zhang, Q Ma, X Zhang, H Zhou - Journal of Petroleum Science …, 2022 - Elsevier
Shear wave velocity (S-wave velocity) has great significance for reservoir characterization
and can effectively reduce the ambiguity in seismic interpretation. However, owning to its …

Intelligent approaches for prediction of compressional, shear and Stoneley wave velocities from conventional well log data: A case study from the Sarvak carbonate …

M Rajabi, B Bohloli, EG Ahangar - Computers & Geosciences, 2010 - Elsevier
Compressional, shear and Stoneley wave velocities (Vp, Vs and Vst, respectively) are
important reservoir characteristics that have many applications in petrophysical, geophysical …