SPE Reservoir Simulation Symposium 2015
DOI: 10.2118/173317-ms
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MRST-AD – an Open-Source Framework for Rapid Prototyping and Evaluation of Reservoir Simulation Problems

Abstract: We present MRST-AD, a free, open-source framework written as part of the Matlab Reservoir Simulation Toolbox and designed to provide researchers with the means for rapid prototyping and experimentation for problems in reservoir simulation. The article outlines the design principles and programming techniques used and explains in detail the implementation of a full-featured, industry-standard black-oil model on unstructured grids. The resulting simulator has been thoroughly validated against a leading commercia… Show more

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Cited by 122 publications
(77 citation statements)
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“…We believe that such solvers are particularly important to efficiently and robustly resolve the important stationary states of flat CO 2 interfaces. The fully-implicit solvers in MRST-co2lab are implemented using automatic differentiation [12], which makes it straightforward to compute gradients from adjoint equations. Having gradients is important to determine parameter sensitivities or if one wants to use rigorous mathematical optimization methods to propose plausible injection points and strategies.…”
Section: Choice Of Numerical Methodsmentioning
confidence: 99%
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“…We believe that such solvers are particularly important to efficiently and robustly resolve the important stationary states of flat CO 2 interfaces. The fully-implicit solvers in MRST-co2lab are implemented using automatic differentiation [12], which makes it straightforward to compute gradients from adjoint equations. Having gradients is important to determine parameter sensitivities or if one wants to use rigorous mathematical optimization methods to propose plausible injection points and strategies.…”
Section: Choice Of Numerical Methodsmentioning
confidence: 99%
“…The four simulations were performed using a generalpurpose, fully-implicit black-oil solver from MRST [12]; more details will be given in the next section. Computational costs are reported in Table 1.…”
Section: Derivation Of the Basic Ve Modelmentioning
confidence: 99%
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