MTL-FaultNet: Seismic Data Reconstruction Assisted Multitask Deep Learning 3-D Fault Interpretation-Reference-Cited by-同舟云学术

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MTL-FaultNet: Seismic Data Reconstruction Assisted Multitask Deep Learning 3-D Fault Interpretation

Published:2023 Issue: Volume:61 Page:1-15
ISSN:0196-2892
Container-title:IEEE Transactions on Geoscience and Remote Sensing
language:
Short-container-title:IEEE Trans. Geosci. Remote Sensing

Author:

Wu Weihua¹,Yang Yang²^ORCID,Wu Bangyu³^ORCID,Ma Debo⁴,Tang Zhanxin³,Yin Xia³

Affiliation:

1. School of Software Engineering, Xi’an Jiaotong University, Xi’an, China

2. School of Automatical Science and Engineering, Xi’an Jiaotong University, Xi’an, China

3. School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, China

4. Research Institute of Petroleum Exploration and Development, PetroChina, Beijing, China

Funder

Natural Science Basic Research Program of Shaanxi

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Earth and Planetary Sciences,Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/36/10006360/10196009.pdf?arnumber=10196009

Reference53 articles.

1. A seismic fault recognition method based on ant colony optimization

2. Automatic extraction of fault surfaces from three‐dimensional seismic data

3. Automatic fault interpretation with optimal surface voting

4. Multiscale Fractures Characterization Based on Ant Colony Optimization and Two-Dimensional Variational Mode Decomposition

5. Seismic attributes for characterization and prediction of carbonate faulted karst reservoirs in the Tarim Basin, China

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2. Enhancing seismic porosity estimation through 3D sequence-to-sequence deep learning with data augmentation, spatial constraints, and geologic constraints;GEOPHYSICS;2024-06-05

3. FaultSSL: Seismic fault detection via semisupervised learning;GEOPHYSICS;2024-03-28

4. Fault Identification Based on W-Net in 3-D Seismic Images;IEEE Geoscience and Remote Sensing Letters;2024

5. InverMulT-STP: Closed-Loop Transformer Seismic AVA Inversion With Synthetic Data Style Transfer Pretraining;IEEE Transactions on Geoscience and Remote Sensing;2024

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