Fraunhofer-Gesellschaft

Master's thesis "Development of an ML-based framework for the design of radial compressors"

Fraunhofer-Gesellschaft  •  Oberhausen, DE (Onsite)  •  17 days ago
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Job Description

We want an earth that is worth living on. Our applied research in Circular Economy, Carbon Management, Green Hydrogen and Local Energy Systems makes concrete contributions to achieving the 17 Sustainable Development Goals of the United Nations. As an institute of the Fraunhofer-Gesellschaft, we show how to not only master challenges, but grow with them. We push boundaries, think ahead and shape the future with applied research. Diverse perspectives and approaches strengthen creativity and innovation in our scientific work.

Would you like to help us shape a sustainable world? We are looking for reinforcement!

The group “CAE and Plant Engineering” develops and integrates CAE interface solutions to link a wide variety of simulation and design tools (in-house software, commercial CFD and FEM programs, etc.) into end-to-end, plant-wide optimization processes. The focus is on fluid dynamics and structural mechanics simulations, as well as automated optimization workflows, which are used to efficiently and robustly design and further develop turbomachinery and other flow-through components.

Be part of change

  • Research on ML-based approaches for the design of turbo-machine components
  • Development of an overall concept for an ML-based framework for the design of turbo-machine components
  • Collection and analysis of existing CFD data from previous compressor designs; identification of inconsistencies and processing into a consistent, usable training dataset
  • Development of an automated workflow for building the ML model and evaluating its reliability and robustness

What you contribute

  • Ongoing master's studies in mechanical engineering, energy engineering, or process engineering
  • Solid knowledge of turbomachinery/fluid machinery
  • Programming experience in Python
  • Ability to work independently
  • Interest in machine learning (ML)

What we offer

We are committed to creating an inspiring working environment in which all employees can develop. To this end, we promote and value the uniqueness of each person and create a culture of respect, openness and appreciation in which everyone is welcome:

  • Teamwork at eye level: an open-minded team in which you can contribute your own ideas. New Work, diversity and inclusion as well as cooperative teamwork are central components of our culture.
  • Theory meets practice: The opportunity to combine your knowledge from your studies with practical experience at the interface between business and science.
  • Flex work: Your studies have priority - we offer you flexible working hours that adapt to your everyday study routine, as well as the opportunity to combine mobile working and on-site work by arrangement with the team.
  • Students@UMSICHT Comprehensive onboarding, good support and networking opportunities as well as versatile support for your career development through training and keynote speeches.
  • Health & well-being: Health offers for a good balance in everyday life.
  • You can find even more attractive benefits here: Fraunhofer UMSICHT as an employer

Remuneration according to the general works agreement for employing assistant staff.

Application:

�� Interested? Apply online now via our career portal and join the Fraunhofer UMSICHT team! We look forward to getting to know you. Please submit at least the following documents:

  • Curriculum vitae
  • Current certificate of enrollment
  • Current transcript of records
  • Bachelor's degree certificate

�� Diversity & equal opportunities:

We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity. Severely disabled people are given preference if they are equally suitable.

Accessibility:

We are continuously working to make the application process and our workplaces more accessible. If you need support, please get in touch - we're here to help!

Contact
Please do not hesitate to contact us if you have any questions regarding this position:
Huy Hoang +49 208 8598-1751
Norman Kienzle +49 208 8598-1538

If you have any questions about the application process, please contact:
Emily Kirchhoff, +49 208 8598-1353, bewerbung@umsicht.fraunhofer.de

Fraunhofer Institute for Environmental, Safety, and Energy Technology UMSICHT

www.umsicht.fraunhofer.de

Requisition Number: 84438

Fraunhofer-Gesellschaft

About Fraunhofer-Gesellschaft

Die Fraunhofer-Gesellschaft ist eine der führenden Organisationen für anwendungsorientierte Forschung: Seit der Gründung 1949 stärken Fraunhofer-Institute die Wettbewerbsfähigkeit der Wirtschaft und den Innovationsraum in Deutschland und Europa. Mit ganzheitlichen Angeboten für Wirtschaft und Politik liefert Fraunhofer Lösungen für branchenübergreifenden Impact. Darüber hinaus ist die Fraunhofer-Gesellschaft ein bedeutender Standortfaktor für das Innovationsland Deutschland: Durch die Aktivitäten erhöhen sich Investitionseffekte in der Wirtschaft, erlangen Unternehmen innovationsbasierte Wettbewerbsvorteile, entstehen Arbeitsplätze, Fachkräfte werden qualifiziert und es steigt die gesellschaftliche Akzeptanz moderner Technik.

Industry
Biotech & Life Sciences
Company Size
1,001-5,000 employees
Headquarters
München, DE
Year Founded
1949
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