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Real-time relative permeability prediction using deep learning. (2018)
Journal Article
ARIGBE, O.D., OYENEYIN, M.B., ARANA, I. and GHAZI, M.D. 2019. Real-time relative permeability prediction using deep learning. Journal of petroleum exploration and production technologies [online], 9(2), pages 1271-1284. Available from: https://doi.org/10.1007/s13202-018-0578-5

A review of the existing two and three phase relative permeability correlations shows a lot of pitfalls and restrictions imposed by (a) their assumptions (b) generalization ability and (c) difficulty with updating in real time for different reservoir... Read More about Real-time relative permeability prediction using deep learning..

Facilitating DL-based hybrid reasoning with inference fusion. (2003)
Journal Article
HU, B., ARANA, I. and COMPATANGELO, E. 2003. Facilitating DL-based hybrid reasoning with inference fusion. Knowledge-based systems [online], 16(5-6): proceedings of the 22nd British Computer Society Specialist Group on Artificial Intelligence (SGAI) international conference on knowledge-based systems and applied artificial intelligence (ES2002), 10-12 December 2002, Cambridge, UK, pages 253-260. Available from: https://doi.org/10.1016/S0950-7051(03)00026-1

We present an extension to DL-based taxonomic reasoning by means of inference fusion, i.e. the dynamic combination of inferences from distributed heterogeneous reasoners. Our approach integrates results from a DL-based system with results from a cons... Read More about Facilitating DL-based hybrid reasoning with inference fusion..