... ABSTRACT Recent work has shown that rock heterogeneity at the sub-metre scale may have a significant effect on hydrocarbon recovery. These effects need to be upscaled to obtain accurate effective parameters (pseudo properties) to input into full field simulations. Modelling the wide range...

... includes the use of Gaussian random fields, marked point processes and Markov random fields and the respond variables are hydrocarbon in place, oil production and recovery factor. machine learning information prediction fault zone stochastic model permeability gaussian random field geometry...