Data analytics in engineering

EXCELLERAT CoE provides expertise and consulting in data analytics tailored to the field of engineering.

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Description

EXCELLERAT CoE provides expertise and consulting in data analytics tailored to the field of engineering. This includes interfaces between general Machine Learning libraries (e.g. skit-learn and Tensorflow as well as proprietary tools developed by the partners of the consortium and the engineering workflow. Additionally, expertise can be provided concerning different kinds of data representations e.g. wavelets, spectral bases or data-driven decompositions along with their applicability as input features for Machine Learning and their ability to separate physical effects. Focused efforts of the EXCELLERAT consortium are also put into the modal decomposition of unsteady three-dimensional simulation data using dynamic mode decomposition (DMD) and proper orthogonal decomposition (POD) in which respect consulting can also be requested.

Additional related consulting topics:

Data Analytics for Engineering using Machine Learning

Consulting expert

Excellerat partners

Availability

On request.