Petroleum Target Explorer (PTX-AIM): A Rigorously Validated Machine Learning Framework for TOC Prediction in Frontier Basins, a Case Study from the Kolmani River-2 Well, Gongola Basin, Upper Benue Trough, Nigeria
Abstract Objectives/Scope The Kolmani River discovery confirmed a working petroleum system in Nigeria's Gongola Basin (Upper Benue Trough), but too few wells and sampled intervals exist for conventional Total Organic Carbon (TOC) prediction to be reliable. We present PTX-AIM (Petroleum Target Explorer – Artificial Inte...