Saudi Arabian Oil Company

Maan Abdullah Alhawi

Marei Saeed Al-Garni

Mohammed Sabri Al Madani

A method for variogram modeling is disclosed. The method includes obtaining a synthetic well data and a well data for facies or petrophysical properties of interest in a targeted reservoir zone, training machine learning models using the synthetic well data as inputs and outputting a plurality of final variogram parameters predicted by using a plurality of machine learning models for the facies or petrophysical properties of interest in the targeted reservoir zone, wherein the well data for the facies or petrophysical properties of interest in the targeted reservoir zone is used as input.

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Dammam, Saudi Arabia

Maan Abdullah Alhawi