Automated stratigraphic correlation of well logs using Attention Based Dense Network

The stratigraphic correlation of well logs plays an essential role in characterizing subsurface reservoirs. However, it suffers from a small amount of training data and expensive computing time. In this work, we propose the Attention Based Dense Network (ASDNet) for the stratigraphic correlation of...

Full description

Bibliographic Details
Main Authors: Yang Yang, Jingyu Wang, Zhuo Li, Naihao Liu, Rongchang Liu, Jinghuai Gao, Tao Wei
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2023-12-01
Series:Artificial Intelligence in Geosciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666544123000278