Research Focus: Difference between revisions
Jump to navigation
Jump to search
No edit summary |
No edit summary |
||
| (13 intermediate revisions by 5 users not shown) | |||
| Line 1: | Line 1: | ||
[[Image:Forschungsschwerpunkte.jpg]] | [[Image:Forschungsschwerpunkte.jpg]] | ||
= Efficient Numerical Algorithms = | == Efficient Numerical Algorithms == | ||
* High-dimensional numerics – Sparse Grids | * High-dimensional numerics – Sparse Grids | ||
* Fast iterative solvers – multi-level methods, preconditioners | * Fast iterative solvers – multi-level methods, preconditioners | ||
| Line 9: | Line 9: | ||
* Numerical algorithms for image processing | * Numerical algorithms for image processing | ||
= Parallel & High-Performance Computing = | == Parallel & High-Performance Computing == | ||
* HW-aware numerical programming | * HW-aware numerical programming | ||
* Parallelisation – MPI, OpenMP, hybrid; load balancing, scalability | * Parallelisation – MPI, OpenMP, hybrid; load balancing, scalability | ||
* Grid Computing | * Grid Computing | ||
= Computational Fluid Dynamics = | == 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 | * Discretisation and algorithms on adaptive Cartesian grids | ||
* Fluid-structure interaction | * Fluid-structure interaction | ||
= Fields of Application in Simulation = | == Fields of Application in Simulation == | ||
* Molecular dynamics | |||
* Quantum chemistry | |||
* CFD | |||
* Traffic | * Traffic | ||
* Computational Finance | * Computational Finance | ||
= Integration of Simulation Tasks = | == Integration of Simulation Tasks == | ||
* Problem solving environments | * Problem solving environments | ||
* Octree-based approaches | * Octree-based approaches | ||
== Quantum Computing and Computational Physics == | |||
https://www5.in.tum.de/~quanTUMcomputing/ | |||
[[Category:Research]] | [[Category:Research]] | ||
Latest revision as of 07:07, 9 October 2019
Error creating thumbnail: Unable to save thumbnail to destination
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