A PSO-CNN-LSTM Model for Seismic Facies Analysis: Methodology and Applications

A PSO-CNN-LSTM Model for Seismic Facies Analysis: Methodology and Applications

Seismic facies analysis, as a crucial step in the study of depositional facies, effectively delineates the distribution patterns of depositional facies between wells. To address the limitations of conventional manual interpretation methods, particularly their low efficiency and strong subjectivity,...

Full description

Saved in:
Bibliographic Details
Main Authors: Luyao Liao, Huailai Zhou, Junping Liu, Jie Zhou, Donghang Zhang, Jian Wang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
CNN-LSTM
deep learning
particle swarm optimization
PSO-CNN-LSTM
seismic facies identification
waveform classification
Online Access:https://ieeexplore.ieee.org/document/10981420/
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://ieeexplore.ieee.org/document/10981420/

Similar Items