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, Dass, Sarat Chandra, Nagaratnam, Shalini, Noryanti, Muhammad, Evizal, Abdul Kadir, Maharani, Warih
Format:	Article
Language:	en
Published:	IEEE 2024
Subjects:	Q Science (General) QD Chemistry TP Chemical technology
Online Access:	http://umpir.ump.edu.my/id/eprint/44234/1/Gaussian%20process-based%20inversion-A%20new%20approach%20for%20estimating%20hydrocarbon.pdf http://umpir.ump.edu.my/id/eprint/44234/ https://doi.org/10.1109/ACCESS.2024.3510481
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