Estimating shear wave velocity of geologically complex reservoirs using a hybrid machine learning approach, integrating core measurements and geophysical logs

Shear wave velocity (Vs) is a fundamental rock property for reservoir characterization, geomechanical analysis, and seismic interpretation in hydrocarbon exploration. However, direct Vs measurements are often impeded by high costs, technical challenges, and limitations of empirical rock-physics mode...

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Автори:	Sayed Muhammad Iqbal, Feng Yang, Nafees Ali, Wakeel Hussain, Dawei Hu, Javid Hussain, Hui Zhou
Формат:	Artigo
Мова:	Inglês
Опубліковано:	KeAi Communications Co., Ltd. 2026-05-01
Серія:	Unconventional Resources
Предмети:	Shear wave velocity Group method of data handling Well logs and core data Differential evolution Shapley additive explanation Ordos basin
Онлайн доступ:	http://www.sciencedirect.com/science/article/pii/S2666519026000531
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