AI Ensemble Outsmarts Classic Decline Curves in Niger Delta Oil Forecasting
Researchers at the University of Port Harcourt combined Random Forest, LSTM, Prophet, and XGBoost stacking with DeepSeek-R1 cognitive analysis to ...
Researchers at the University of Port Harcourt combined Random Forest, LSTM, Prophet, and XGBoost stacking with DeepSeek-R1 cognitive analysis to ...
In an era where technology intersects profoundly with the natural sciences, authors M. Parsa, R. Cumani, and H.J.A. Fam have ...
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© 2025 Scienmag - Science Magazine