Data-integrated research

reduced order modeling, data-driven modeling and simulation, machine learning, data-integrated multi-scale simulations

Topics

The Heisenberg Professorship for Data Analytics in Engineering is linked to five research topics (see below) including two signature topics.

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Interaction of the research topics

Topics A-D contribute to the overarching signature Topic E: Data-integrated multiscale simulations. Incrementally building the tools and methods for this is the main research objective within the Data Analytics in Engineering group.

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Research program of the Data Analytics in Engineering Group

Funding information and acknowledgement

Heisenberg Programm  Funded by Deutsche Forschungsgemeinschaft (DFG, German Research Foundation), grant DFG-FR2702/8-1, project number 406068690 within the Heisenberg program. Funding and overall support is highly acknowledged.
 SimTech Logo Funded by Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany's Excellence Strategy - EXC 2075 - 390740016. We acknowledge the support by the Stuttgart Center for Simulation Science (SC SimTech).

Project responsible

This image showsFelix Fritzen ©

Felix Fritzen

Prof. Dr.-Ing. Dipl.-Math. techn.

Head of Department

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