Correction to: Scientific Reports https://doi.org/10.1038/s41598-025-94617-7, published online 30 April 2025

The original version of this Article contained an error in the Author contributions section. As a result,

“Yaser Abdollahfard authored the main manuscript text, produced Python code for result output and modeling, and created artificial data using reservoir simulation software. Dr. Seyyed Morteza Mirabbasi revised the manuscript technically as drilling engineer. Dr. Mohammad Ahmadi revised the manuscript as Author corresponding. Dr. Abdolhosein hemmati revised the manuscript as data scientist. Dr. Sefatollah Ashorian revised the manuscript grammarly.”

now reads:

“Yaser Abdollahfard authored the main manuscript text, produced Python code for result output and modeling, and created artificial data using reservoir simulation software. Dr. Seyyed Morteza Mirabbasi revised the manuscript technically as drilling engineer. Dr. Mohammad Ahmadi revised the manuscript as corresponding author. Dr. Abdolhosein Hemmati revised the manuscript as data scientist. Dr. Sefatollah Ashorian revised the manuscript as a final technical check reviser.”

The original Article has been corrected.