Self-Supervised Pretraining Vision Transformer With Masked Autoencoders for Building Subsurface Model
Author:
Affiliation:
1. Division of Physical Science and Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
2. Department of Geophysics, China University of Petroleum, Qingdao, China
Funder
King Abdullah University of Science and Technology
Marine Science and Technology Fund of Shandong Province for Pilot National Laboratory for Marine Science and Technology
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Earth and Planetary Sciences,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/36/10006360/10231372.pdf?arnumber=10231372
Reference51 articles.
1. Deep-Learning Inversion of Seismic Data
2. Deep-learning inversion: A next-generation seismic velocity model building method
3. Building subsurface models with horizon-guided interpolation and deep learning: Application to the Volve field data
4. High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism
5. Self-Supervised Deep Learning for Nonlinear Seismic Full Waveform Inversion
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