Reservoir simulation

Physics-based simulations plus machine-learning exercises are yielding a more comprehensive look at production volumes from unconventional assets.
As we see in these papers, new tools and techniques are being developed to match the ability of engineers to meet the challenges posed by assets such as shale reservoirs and maturing fields.
This paper presents a step-by-step work flow to facilitate history matching numerical simulation models of hydraulically fractured shale wells.

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