Aktuelle Jobs im Zusammenhang mit Simulation and Model Reduction Expert - Ludwigsburg, Baden-Württemberg - grow platform GmbH
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Ludwigsburg, Baden-Württemberg, Deutschland grow platform GmbH VollzeitSimulation and Model Reduction Intern OpportunityGrow platform GmbH is seeking a highly motivated and talented individual to join our team as an intern for simulation and model reduction.Key Responsibilities:Perform CFD and FEA simulations for turbomachinery and static equipment.Develop and implement machine learning algorithms to enhance simulation...
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Simulation and Model Reduction Expert
vor 2 Monaten
We are seeking a highly skilled Simulation and Model Reduction Expert to join our team at grow platform GmbH.
Job Summary
The Simulation and Model Reduction Expert will be responsible for performing CFD and FEA simulations for turbomachinery and static equipment, developing and implementing machine learning algorithms to speed up simulations, and automating the simulation workflow through scripting and code development.
Key Responsibilities
- Perform CFD and FEA simulations for turbomachinery and static equipment to optimize performance and efficiency.
- Develop and implement machine learning algorithms to speed up simulations and integrate these algorithms into existing simulation workflows.
- Automate the simulation workflow through scripting and code development to improve efficiency and reduce manual errors.
- Develop and implement Reduced Order Models (ROMs) for turbomachinery components and systems to enable real-time simulation.
- Integrate ROMs into a digital twin framework for real-time simulation and analysis.
- Analyze and validate ROM performance against high-fidelity simulations and experimental data to ensure accuracy and reliability.
- Create Functional Mockup Units (FMUs) of critical components to enable co-simulation and improve collaboration between teams.
Requirements
- Education: Bachelor's or Master's degree in Mechanical Engineering, Computational Engineering, Computer Science, Physics, or a related field.
- Experience: Strong understanding of CFD and FEA, proficiency in Python programming, experience with machine learning libraries (e.g., TensorFlow, PyTorch), and working knowledge of numerical simulation software packages (e.g., ANSYS, COMSOL, OpenFOAM).
- Personality and Working Practice: Team-minded, reliable, and able to work in an interdisciplinary team.
- Enthusiasm: Interest in an agile start-up environment and willingness to learn and adapt to new technologies.
- Languages: Fluent in English, German is a plus.
What We Offer
At grow platform GmbH, we offer a dynamic and innovative work environment, opportunities for professional growth and development, and a competitive salary and benefits package.
How to Apply
Please submit your application, including your CV, transcript of records, enrollment certificate, and any other relevant documents, to our HR department.
