Petrophysical seismic inversion based on lithofacies classification to enhance reservoir properties estimation: a machine learning approach

Abstract For estimation of petrophysical properties in industry, we are looking for a methodology which results in more accurate outcome and also can be validated by means of some quality control steps. To achieve that, an application of petrophysical seismic inversion for reservoir properties estim...

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Bibliographic Details
Main Authors: Amir Abbas Babasafari, Shiba Rezaei, Ahmed Mohamed Ahmed Salim, Sayed Hesammoddin Kazemeini, Deva Prasad Ghosh
Format: Article
Language:English
Published: SpringerOpen 2020-10-01
Series:Journal of Petroleum Exploration and Production Technology
Subjects:
Online Access:https://doi.org/10.1007/s13202-020-01013-0