Evaluation of Reservoir Porosity and Permeability from Well Log Data Based on an Ensemble Approach: A Comprehensive Study Incorporating Experimental, Simulation, and Fieldwork Data - Nyakilla, Edwin E.; Guanhua, Sun; Hongliang, Hao; Charles, Grant; Nafouanti, Mouigni B.; Ricky, Emanuel X.; Silingi, Selemani N.; Abelly, Elieneza N.; Shanghvi, Eric R.; Naqibulla, Safi; Ngata, Mbega R.; Kasala, Erasto; et al. (Natural resources research (New York, N.Y.), 2025)
Keywords: Artificial neural networks; Back propagation networks; Core analysis; Fieldwork; Gaussian process; geophysical logging; Machine learning; Mathematical models; Mean square errors; Multivariate analysis; Neural networks; normal distribution; Performance evaluation; Permeability; Porosity; prediction; Reservoirs; Support vector machines; Well logs