Sonic Waves Travel-time Prediction: When Machine Learning Meets Geophysics

Author:

Wong W. K.1,Nuwara Yohanes2,Juwono Filbert H.3,Motalebi Foad1

Affiliation:

1. Curtin University Malaysia,Dept. of Electrical and Computer Eng,Miri,Malaysia

2. Corporate Information Technology Div. Asia Pulp and Paper Sinarmas,Jakarta,Indonesia

3. University of Southampton Malaysia,Computer Science Program,Johor,Malaysia

Publisher

IEEE

Reference32 articles.

1. An improved sonic transit time-to-porosity transform;raymer;SPWLA 21st Annual Logging Symposium,1980

2. SHEAR-WAVE VELOCITY ESTIMATION IN POROUS ROCKS: THEORETICAL FORMULATION, PRELIMINARY VERIFICATION AND APPLICATIONS1

3. Empirical Relations

4. Rock Physics Models

5. Prediction of shear wave velocity using machine learning technique, multiple regression and well logs;shi;ARMA/DGS/SEG 2nd International Geomechanics Symposium,2021

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Shear wave velocity prediction: A review of recent progress and future opportunities;Energy Geoscience;2024-10

2. A machine learning approach to predict geomechanical properties of rocks from well logs;International Journal of Data Science and Analytics;2023-09-21

3. Overview of Open Well Datasets;Proceedings of the 33rd International Conference on Computer Graphics and Vision;2023

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