New generation of Well-based SRM established on streamline database.

Published: 19 July 2023| Version 2 | DOI: 10.17632/wpc3ph8hrv.2
Contributors:
Behzad Saberali,
,

Description

This data batch consists of several items as follows: - The code extracts grid data from the restart output file of FrontSim software (unified, formatted file with FUNRST Suffix). The function takes two parameters: the file location and the required Keyword. (For example, SWAT, which means grid water saturation). - One main code of as an example of the introduced Well-based SRM. - The jpg file illustrates an example of the training process. - Tree statistic criteria codes (AARD, ARD, R2) - Excel files containing tabular results of SPE10 model. - Txt data files containing statistics of SPE10 model. - Excel files containing tabular results of Egg model. - txt data files containing statistics of Egg model. Note: The main program needs several sub-codes and functions for the application, so it cannot be run independently. But the SRM structure and features can be reused from this source.

Files

Categories

Reservoir Modeling, Deep Learning, Long Short-Term Memory Network, Surrogate Modeling

Licence