Gaussian Process-Based Inversion: A New Approach for Estimating Hydrocarbon Parameters in Controlled-Source Electromagnetic Application
Many inversion codes in marine controlled-source electromagnetic (CSEM) inverse problems use numerical partial differential equation (PDE) solvers as the forward solutions modelers. These codes perform well only when handling limited observations, as solving the governing equations in the forward mo...
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Main Authors: | , , , , , , |
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Format: | Article |
Language: | English |
Published: |
IEEE
2024-01-01
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Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/10772462/ |
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