Advancing Quantitative Seismic Characterization of Physical and Anisotropic Properties in Shale Gas Reservoirs with an FCNN Framework Based on Dynamic Adaptive Rock Physics Modeling

Quantitative seismic methods are crucial for understanding shale gas reservoirs. This study introduces a dynamic adaptive rock physics model (DARPM) designed to systematically quantify the relationship between physical parameters and elastic parameters within shale formations. The DARPM uniquely ada...

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Principais autores:	Xinhui Deng, Xinze Kang, Duo Yang, Wei Fu, Teng Luo
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2024-02-01
Serija:	Applied Sciences
Teme:	rock physics shale gas reservoir anisotropy quantitative seismic characterization neural network
Online dostop:	https://www.mdpi.com/2076-3417/14/4/1469
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