Gaussian Process-Based Inversion: A New Approach for Estimating Hydrocarbon Parameters in Controlled-Source Electromagnetic Application

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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Bibliographic Details
Main Authors: Muhammad Naeim Mohd Aris, Hanita Daud, Sarat Chandra Dass, Shalini Nagaratnam, Noryanti Muhammad, Evizal Abdul Kadir, Warih Maharani
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Estimation
Gaussian process
hydrocarbon parameters
inversion
marine controlled-source electromagnetic
Online Access:https://ieeexplore.ieee.org/document/10772462/
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