The use and impact of numerical simulation for virtual product development and understanding product properties are continuously growing. More refined methods and software are required to analyze, evaluate and optimize simulation results. SCAI develops new technologies in numerical analysis and in information technology which help reduce the computational time for numerical simulation without sacrificing the detailed modeling and high resolution of the simulation.
The core aspects of research and development are new methods and tools that enable more efficient use of industrial software. This includes the development of highly efficient numerical methods for the optimal and scalable solution of large systems of linear equations.
B. Metsch, F. Nick, J. Kuhnert: Algebraic multigrid for the finite pointset method. Comput. Visual Sci. 23 (3), 2020.
S. Ehrmann, S. Gries, M. A. Schweitzer: Transition Of Algebraic Multiscale To Algebraic Multigrid, Computational Geosciences, June 2019.
S. Gries, B. Metsch, P. Tomin, K.M. Terekhov: System-AMG for Fully Coupled Reservoir Simulation with Geomechanics, SPE Reservoir Simulation Conference, Galveston, Tx, April 2019.
F. Nick, H.-J. Plum and J. Kuhnert: Parallel Detection of Subsystems in Linear Systems Arising in the MESHFREE Finite Pointset Method. In: M. Griebel and A. M. Schweitzer, M.A. editors, Meshfree Methods for Partial Differential Equations IX, Vol. 129, pages 93–115. Cham Springer International Publishing, 2019.
Ehrmann, S., Gries, S. and Schweitzer, M. A.: Transition of Algebraic Multiscale to Algebraic Multigrid, ECMOR, September 2018