U. A. Okengwu

Oil production forecasting in a heterogeneous Niger Delta reservoir using ensemble machine learning and cognitive computing

This study improves oil production forecasting for a heterogeneous Niger Delta reservoir using an ensemble of Long Short-Term Memory, Prophet, and Random Forest models using a workflow that combines decline curve analysis with ensemble machine learning and DeepSeek-R1 cognitive analysis.