Tomiwa I. Oguntade

Integrating ensemble learning with empirical rock-physics equations for sonic-log reconstruction and geomechanical property estimation: a case study from the Williston basin

Accurate prediction of geomechanical properties is important for reliable hydrocarbon reservoir exploration and development, but conventional well logging and core analysis can be costly, time-consuming, and limited by incomplete sonic-log coverage. This study develops a two-stage hybrid framework that integrates ensem...