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,...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Luyao Liao, Huailai Zhou, Junping Liu, Jie Zhou, Donghang Zhang, Jian Wang
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	CNN-LSTM deep learning particle swarm optimization PSO-CNN-LSTM seismic facies identification waveform classification
Online Access:	https://ieeexplore.ieee.org/document/10981420/