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Numerical methods

Working Group 8.43

Profile

The research focus of the group is the development and application of numerical methods for metrology. 

A main area of interest is the treatment of statistical inverse problems which require the solution of partial differential equations (PDEs). A key problem here is the very high computational cost, which often makes it unfeasible to solve the inverse problem in a reasonable time. For this purpose, different methods of Uncertainty Quantification, Bayesian Inversion and Machine Learning are used in the applications. The application areas are:

 

  • Inverse problems in optics and nanometrology
  • Electrophysiology of the heart
  • Inverse problem in hemodynamics

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Research/Development

  • Statistische Inverse Probleme
  • Uncertainty Quantification
  • Aktive Fluide

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Services

Internal support in the areas of numerical methods.

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Information

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