Machine Learning - A novel Approach of Well Logs Similarity based on Synchronization Measures to Predict Shear Sonic Logs

Application of Unconventional Seismic Attributes and Unsupervised Machine Learning for the Identification of Fault and Fracture Network

(2020) Umar Ashraf et al.   Applied Sciences-Basel

Physics-guided deep learning for predicting geological drilling risk of wellbore instability using seismic attributes data

(2020) Zhi Geng et al.   ENGINEERING GEOLOGY

FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network

(2019) Xinming Wu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Three-dimensional site characterization with borehole data – A case study of Suzhou area

(2018) Guoxing Chen et al.   ENGINEERING GEOLOGY

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

(2018) Mohammad Anemangely et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

GA-SVM based feature selection and parameter optimization in hospitalization expense modeling

(2018) Zhou Tao et al.   APPLIED SOFT COMPUTING

Classification of reservoir facies using well log and 3D seismic attributes for prospect evaluation and field development: A case study of Sawan gas field, Pakistan

(2018) Umer Ashraf et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Identification of Hydrocarbon Potential of Talhar Shale: Member of Lower Goru Formation Using Well Logs Derived Parameters, Southern Lower Indus Basin, Pakistan

(2017) Muhsan Ehsan et al.   Journal of Earth Science

Assessment of Similarity Between Well Logs Using Synchronization Measures

(2014) Akhilesh K. Verma et al.   IEEE Geoscience and Remote Sensing Letters

Non-linear feature selection-based hybrid computational intelligence models for improved natural gas reservoir characterization

(2014) Fatai Adesina Anifowose et al.   Journal of Natural Gas Science and Engineering

Assessing the coefficient of the earth pressure at rest from shear wave velocity and electrical resistivity measurements

(2013) Liyuan Tong et al.   ENGINEERING GEOLOGY

Shear wave velocity as function of cone penetration test measurements in sand and silt mixtures

(2013) Laura Tonni et al.   ENGINEERING GEOLOGY

A support vector machine algorithm to classify lithofacies and model permeability in heterogeneous reservoirs

(2010) A. Al-Anazi et al.   ENGINEERING GEOLOGY