# GRAGRA

Graph transformation systems for modeling three dimensional finite element method. I. In this paper we present several graph transformation systems modeling three dimensional h-adaptive finite element method (3D h-FEM) algorithms with tetrahedral finite elements. In our approach a computational mesh is represented by a composite graph and mesh operations are expressed by the graph transformation rules. Each graph transformation system is responsible for different kind of operations. In particular, there is a graph transformation system expressing generation of an initial mesh, generating element matrices and elimination trees for interfacing with direct solver algorithm, a graph transformation system deciding which elements have to be further refined, as well as agraph transformation system responsible for execution of mesh refinements. These graph transformation systems are tested using a graph transformation tool (called GRAGRA), which provides a graphical environment for defining graphs, graph transformation rules and graph transformation systems. In this paper we illustrate the concepts by using an exemplary derivation for a three dimensional projection problem, based on a set of graph transformation rules.

## References in zbMATH (referenced in 2 articles )

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Sorted by year (- Ryszka, Iwona; Paszyńska, Anna; Grabska, Ewa; Sieniek, Marcin; Paszyński, Maciej: Graph transformation systems for modeling three dimensional finite element method. I. (2015)
- Ryszka, Iwona; Paszyńska, Anna; Grabska, Ewa; Sieniek, Marcin; Paszyński, Maciej: Graph transformation systems for modeling three dimensional finite element method. II. (2015)