ExaSolvers

ExaSolvers

Today, exascale computers are characterized by billion-way parallelism. Computing on such extreme scale needs methods, which scale perfectly and have optimal complexity. This project proposal brings together several crucial aspects of extreme scale solving.

First, the solver itself must be of optimal numerical complexity - a requirement becoming more and more severe with increasing problem size - and at the same time scale efficiently on extreme scales of parallelism.

Second, simulations on exascale systems will consume a lot of electric power, requiring algorithms and implementations with low power consumption. To that end, the present project combines domain decomposition, parallel multigrid and H-matrices. This technique has the potential to gain top efficiency on extreme scales while still maintaining optimal complexity.

To further improve parallelism, this approach is combined with special methods for parallelization in time and solvers for optimization problems. Both cases have additional parallelization potential. Algorithms and implementations will be evaluated for energy efficiency in problem solving. Criteria and models for energy efficiency of numerical solvers will be developed in the project. The team has long standing experience in developing algorithms and software for large scale HPC cooperatively.

Project Partners

  • Prof. Lars Grasedyck, Institut für Geometrie und praktische Mathematik, RWTH Aachen
  • Prof. Dr. Wolfgang Hackbusch, Wissenschaftliches Rechnen, Max Planck-Institut für Mathematik in den Naturwissenschaften
  • Prof. Dr. Rolf Krause, Computational Science, Università della Svizzera Italiana, Lugano
  • Prof. Dr. Michael Resch, HLRS, Universität Stuttgart
  • Prof. Dr. Volker Schulz, Mathematik, Universität Trier
  • Prof. Dr. Christian Wieners, Institut für Wissenschaftliches Rechnen und Mathematische Modellierung (IWRMM), Universität Karlsruhe
  • Prof. Dr. Gabriel Wittum, Goethe Center for Scientific Computing (G-CSC), Universität Frankfurt  
  • Industrie Partner:   CST GmbH, E.G.O. Blanc und Fischer & Co. GmbH, Porsche Engineering