Machine Learning in the Oil and Gas Industry: Including Geosciences, Reservoir Engineering, and Production Engineering with Python

© Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli 2020

Y. N. Pandey et al.Machine Learning in the Oil and Gas Industry https://doi.org/10.1007/978-1-4842-6094-4_4

4. Geophysics and Seismic Data Processing

Yogendra Narayan Pandey¹ , Ayush Rastogi², Sribharath Kainkaryam¹, Srimoyee Bhattacharya¹ and Luigi Saputelli¹

(1)

Houston, TX, USA

(2)

Denver, CO, USA

 

In the previous chapters, we gained an understanding of Python programming, learned concepts of machine learning and deep learning, and implemented some of these concepts using Python. The focus of this chapter is to give an overview of the applications of machine learning in the field of geophysics. The primary objective of exploration workflows ...