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SHEMAT-Suite: An open-source code for simulating flow, heat and species transport in porous media

Johannes Keller, Volker Rath, Johanna Bruckmann, Darius Mottaghy, Christoph Clauser, Andreas Wolf, Ralf Seidler, H. Martin Bücker, Norbert Klitzsch

2020SoftwareX17 citationsDOIOpen Access PDF

Abstract

SHEMAT-Suite is a finite-difference open-source code for simulating coupled flow, heat and species transport in porous media. The code, written in Fortran-95, originates from geoscientific research in the fields of geothermics and hydrogeology. It comprises: (1) a versatile handling of input and output, (2) a modular framework for subsurface parameter modeling, (3) a multi-level OpenMP parallelization, (4) parameter estimation and data assimilation by stochastic approaches (Monte Carlo, Ensemble Kalman filter) and by deterministic Bayesian approaches based on automatic differentiation for calculating exact (truncation error-free) derivatives of the forward code.

Topics & Concepts

Computer scienceSuiteData assimilationPorous mediumHydrogeologyComputational scienceEnsemble Kalman filterFortranSource codeAlgorithmMonte Carlo methodCode (set theory)Open sourceBayesian probabilityKalman filterModular designExtended Kalman filterSoftwareProgramming languageMathematicsGeologyStatisticsArtificial intelligenceMeteorologyPorosityPhysicsArchaeologyHistoryGeotechnical engineeringSet (abstract data type)Reservoir Engineering and Simulation MethodsGroundwater flow and contamination studiesCO2 Sequestration and Geologic Interactions
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