14/06/2019
Science 4 Refugees

38515: Aerospace Engineer, Computer Scientist, Mathematician or similar - Development of aerodynamic surrogate models and intrusive ROMs

This job offer has expired


  • ORGANISATION/COMPANY
    Deutsches Zentrum für Luft - und Raumfahrt (DLR)
  • RESEARCH FIELD
    Engineering
    Technology
  • RESEARCHER PROFILE
    Recognised Researcher (R2)
    Established Researcher (R3)
  • APPLICATION DEADLINE
    15/12/2019 00:00 - Europe/Brussels
  • LOCATION
    Germany › Braunschweig
  • TYPE OF CONTRACT
    To be defined
  • JOB STATUS
    Other

Work group:

Institute of Aerodynamics and Flow Technology

Area of research:

Scientific / postdoctoral posts

Job description:

DLR’s guiding concept "the virtual product", deals with virtualizing the design and development processes and laying the foundations for a complete digital description of aircraft on the basis of high-fidelity simulation methods. In aerodynamics, data-driven modelling methods and machine learning are increasingly being used for this purpose, including advanced surrogate models and reduced order models (ROMs). These methods shall be further developed and applied for different aerodynamic problems. This will enable the CFD-based prediction of aerodynamic loads of the elastic aircraft with confidence intervals up to the borders of the flight envelope for use in multidisciplinary simulations and optimization.

You will work on the following topics:

further development of aerodynamic surrogate models and intrusive ROMs with error estimators, especially for unsteady and transonic flows using machine learning methods investigation and evaluation of alternative methods for dimensionality reduction for dynamic problems such as gust or maneuver loads prediction development of process chains for the automatic creation of surrogate models and ROMs for elastic aircraft configurations with control surfaces, for use on CFD-based, multidisciplinary simulations and optimization integration into existing process chains for mono- and multidisciplinary simulations, optimization and testing integration of the developed methods into DLR's toolbox for data-driven modelling documentation of the work and publication of the results

Work location(s)
1 position(s) available at
Deutsches Zentrum für Luft - und Raumfahrt (DLR)
Germany
Braunschweig

EURAXESS offer ID: 417271
Posting organisation offer ID: 38515

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