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Scientific Computing Lab Outlook / State of Research Dr. Miriam Mehl Institut für Informatik Scientific Computing in Computer Science.

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Presentation on theme: "Scientific Computing Lab Outlook / State of Research Dr. Miriam Mehl Institut für Informatik Scientific Computing in Computer Science."— Presentation transcript:

1 Scientific Computing Lab Outlook / State of Research Dr. Miriam Mehl Institut für Informatik Scientific Computing in Computer Science

2 Grids – Regular Grids 2D complicated geometries  Lab Course CFD

3 Grids – Adaptive Grids

4 Grids – Unstructured Grids source: http://aaac.larc.nasa.gov/tsab/tetruss/Applications/F16/file-1.color.jpg grid generation  Scientific Computing I

5 More Grids triangular/tetrahedral grids: regular structured adaptive block structured mixed structured/unstructured …

6 Data Structures i j k data[k][j][i]

7 Data Structures

8  projects / master thesis

9 Data Structures tetraheder 1tetraheder 2tetraheder 3 face 1face 2face 3face 4face 5 ….. edge 1 edge 2 edge 3 edge 4 ….. vertex 1vertex 2vertex 3 data …..

10 Discretisation – Finite Differences x x+h x-h

11 Discretisation – Finite Volumes V

12 Discretisation – Finite Elements  Scientific Computing I

13 Discretisation – Finite Elements physically correct basis, FE on adaptive grids  projects, master thesis

14 Solvers – Adaptive Multigrid  projects, master thesiscc

15 Solvers – Full Multigrid

16 Solvers – Krylov Methods solution of PDEs -> minimisation  Scientific Computing II

17 Solvers – Preconditioning  Scientific Computing II

18 Implementation/Parallelisation  Lab Course CFD  Parallel Numerics  projects, master thesis

19 Nonlinear PDEs / Systems of PDEs Navier-Stokes Solver  Lab Course CFD  projects, master thesis Newtons Method  Numerical Analysis I

20 Multiphysics example: fluid-structure interactions

21 Multiphysics Fluid Solver Structure Solver job/data data job/data data Coupling  projects, master thesis

22 Other Models Molecular Dynamics  Scientific Computing II


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