Shear wave velocity prediction using Long Short-Term Memory Network with generative adversarial mechanism.

Shear wave velocity (Vs) serves as a crucial petrophysical parameter for subsurface characterization, yet its acquisition remains challenging. While long short-term memory (LSTM) networks have emerged as the predominant solution for Vs prediction by synthesizing contextual relationships among conven...

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Bibliographic Details
Main Authors: Xingan Fu, Youhua Wei, Yun Su, Haixia Hu, Ji Zhang, Quan Wang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0325271
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