Predicting Estimated Ultimate Recovery By Well In Unconventional Reservoirs From Reservoir Rock & Fluid, Wellbore Geometry, And Completion Properties

An information handling system, comprising:

• memory;
• and
• a processor, wherein the processor is configured execute a method for analyzing an unproduced reservoir, comprising:
• obtaining a new reservoir dataset, for the unproduced reservoir, that comprises a plurality of desired reservoir data types;
• identifying a plurality of existing reservoir datasets, in a historical reservoir database,
• wherein each reservoir dataset, of the plurality of existing reservoir datasets, comprises a desired reservoir data type of the plurality of desired reservoir data types;
• training a plurality of finalist machine learning models using the plurality of existing reservoir datasets;
• identifying a best finalist machine learning model of the plurality of finalist machine learning models;
• and
• processing the new reservoir dataset, using best finalist machine learning model, to generate analysis data for the unproduced reservoir.