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FR
Fraunhofer-Gesellschaft
6mo ago

Master Thesis: Machine Learning (ML)-Based Methods as Surrogate for Finite Element Modelling(m/w/x)

Aachen
Full-timeWorking StudentOn-site
AI/ML

Description

You explore machine learning techniques to improve finite element modeling, with a focus on dataset preparation, model implementation, and comprehensive documentation of your findings.

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Requirements

  • •Studying mechanical engineering or similar
  • •Good experience in Python
  • •Basic knowledge of machine learning
  • •Good language skills in German and/or English

Education

Currently in higher education

Tasks

  • •Investigate ML methods for FEM surrogates.
  • •Create and prepare datasets for use cases.
  • •Implement selected ML model and validate results.
  • •Document and prepare results.

Tools & Technologies

Python

Languages

German – Business Fluent

English – Business Fluent

Benefits

Mentorship & Coaching

  • •Professional supervision and collaboration

Startup Environment

  • •Early team integration and responsibility

Modern Equipment

  • •State-of-the-art machine park
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