Simulation and Model Reduction Intern

vor 3 Wochen

Ludwigsburg, Baden-Württemberg, Deutschland Bosch Vollzeit
Job Overview

We are seeking a highly motivated and skilled intern to join our team and contribute to the development of cutting-edge simulation and model reduction technologies.

Key Responsibilities
  • Perform CFD and FEA simulations for turbomachinery and static equipment using industry-leading software packages.
  • Develop and implement machine learning algorithms to speed up simulations and integrate them into existing workflows.
  • Automate simulation workflows through scripting and code development.
  • Contribute to the creation of an automated workflow for creating virtual sensors and hybrid models that combine CFD and FEA simulations.
  • Develop and implement Reduced Order Models (ROMs) for turbomachinery components and systems.
  • Integrate ROMs into a digital twin framework for real-time simulation.
  • Analyze and validate ROM performance against high-fidelity simulations and experimental data.
  • Create Functional Mockup Units (FMUs) of critical components to enable co-simulation.
Requirements
  • Studies in Mechanical Engineering, Computational Engineering, Computer Science, Physics, or comparable.
  • Strong understanding of CFD and FEA, know-how in Python programming, experience with machine learning libraries (TensorFlow, PyTorch), and working knowledge of at least one numerical simulation software package (ANSYS, COMSOL, OpenFOAM).
  • Team-minded, reliable, and enjoy working in an interdisciplinary team.
  • Interest in an agile start-up environment.
  • Fluent in English, German is a plus.
Additional Information

This internship is open to students enrolled at a university. Please attach your CV, transcript of records, enrollment certificate, examination regulations, and if indicated, a valid work and residence permit.

We value diversity and inclusion and welcome all applications, regardless of gender, age, disability, religion, ethnic origin, or sexual identity.

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