In this paper, it is proposed a multi-scale computational model for multiphase flow that implicitly treats upscaling without using pseudo functions. It overcomes some practical difficulties related to the use of the traditional pseudo curves by executing the upscaling and solution processes in just one step and taking into account changes on the numerical model in an adaptive manner.

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