Master's Thesis surrogate-based Topology

vor 3 Wochen


Munich, Deutschland BMW AG Vollzeit

NO NEED TO PREDICT THE FUTURE. YOU CAN CREATE IT.
SHARE YOUR PASSION.
World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes dynamic teams with outstanding technical skills to take them from the drawing board to the road. That’s why our experts will treat you as part of the team from day one, encourage you to bring your own ideas to the table - and give you the opportunity to really show what you can do.

We, the BMW Group, offer you an interesting and diversified master's thesis topic in the simulation concept department. Due to its strongly nonlinear and discontinuous characteristics, automotive crashworthiness optimization is extremely challenging even for professionals with domain knowledge. Following this, the research focus of this master thesis is to investigate and develop an efficient surrogate-based topology optimization approach specifically designed for the expensive automotive crashworthiness optimization.

What awaits you?
- Literature research in the field of automotive crash, topology optimization, Bayesian optimization, hyperparameter optimization and relevant topics.
- Modification and parametrization of the readily available Finite Element (FE) models.
- Implementation, evaluation and comparison of the developed approach with other state-of-the-art optimization approaches.
- Extension of the approach with landscape-aware hyperparameter optimization.
- Scientific documentation and presentation of research work.

What should you bring along?
- Academic background in computational mechanics, mechanical engineering, or relevant.
- Knowledge in structural crash, topology/parameter optimization and black-box optimization is a plus.
- Knowledge and experience with FE simulation, e.g., Calculix and LS-Dyna, is required.
- Practical and solid programming skills, particularly in Python.
- Good teamwork and communication skills, and an independent and structured working style.
- Efficient communication skills in English. German is an advantage.

What do we offer?
- Comprehensive mentoring & onboarding.
- Personal & professional development.
- Work-Life-Balance & flexible working hours.
- Digital offers & mobile working.
- Attractive remuneration.
- Employee discounts & price deductions.
- Apartment offers for employees (only Munich).
- And many other benefits - see jobs/benefits

At the BMW Group, we see diversity and inclusion in all its dimensions as a strength for our teams. Equal opportunities are a particular concern for us, and the equal treatment of applicants and employees is a fundamental principle of our corporate policy. That is why our recruiting decisions are also based on personality, experience and skills.
Find out more about diversity at the BMW Group at bmwgroup.jobs/diversity

**Earliest starting date**: 03/27/2023

**Duration**: 6 months

**Working hours**: Full-time

**Contact**:
BMW Group Recruiting Team
+49 89 382-17001



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