Difference between revisions of "Research Focus"

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== Fields of Application in Simulation ==
 
== Fields of Application in Simulation ==
 +
* Molecular dynamics
 +
* Quantum chemistry
 +
* CFD
 
* Traffic
 
* Traffic
 
* Computational Finance
 
* Computational Finance
* Molecular dynamics
 
* Quantum chemistry
 
  
 
== Integration of Simulation Tasks ==
 
== Integration of Simulation Tasks ==

Revision as of 18:30, 18 December 2015

Forschungsschwerpunkte.jpg

Efficient Numerical Algorithms

  • High-dimensional numerics – Sparse Grids
  • Fast iterative solvers – multi-level methods, preconditioners
  • Adaptive, octree-based grid generation
  • Space-filling curves
  • Numerical linear algebra
  • Numerical algorithms for image processing

Parallel & High-Performance Computing

  • HW-aware numerical programming
  • Parallelisation – MPI, OpenMP, hybrid; load balancing, scalability
  • Grid Computing

Uncertainty Quantification

  • Stochastic Collocation / gPC Methods for different simulation applications
  • Sparse Grids in Uncertainty Quantification

Computational Fluid Dynamics

  • Discretisation and algorithms on adaptive Cartesian grids
  • Fluid-structure interaction

Fields of Application in Simulation

  • Molecular dynamics
  • Quantum chemistry
  • CFD
  • Traffic
  • Computational Finance

Integration of Simulation Tasks

  • Problem solving environments
  • Octree-based approaches