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Phd - data-driven modelling and optimisation of foam for high-voltage-batteries (f/m/x)

München
Driver
Inserat online seit: 29 Oktober
Beschreibung

We, the BMW Group, offer you an exciting and varied PhD project in the field of passive safety simulation - high-voltage batteries. Our simulation experts work day in and day out on the development of new battery-powered vehicles. With your PhD thesis, you will help ensure that our new e-models meet the highest crash requirements.

What awaits you?

* As part of your PhD thesis, you will develop and validate data-driven microstructure models linking foam production parameters to mechanical performance in EV high-voltage storage.
* Build and apply surrogate models and optimization routines to achieve weight reduction, cost efficiency, and safety targets.
* Besides you will collaborate with multi-disciplinary teams (materials, mechanical engineering, data science, production) and integrate experimental validation.
* You will gain interesting insights into the development work of high-voltage batteries in the area of crash tests and simulation.
* While you will receive excellent scientific support and will be part of our motivated, cross-functional team.

What should you bring along?

* Master's degree in mechanical engineering, data science, materials science, physics or a comparable degree.
* Strong experience with finite element methods and/or other numerical simulations.
* Background in polymer/foam mechanics or microstructure modeling.
* Knowledge of optimization (multidisciplinary, gradient-free/gradient-based).
* Proficient in Python; MATLAB or other ML/data-science tools a plus.
* Ideally proficiency in ML/AI methods (regression, cross-validation, hyperparameter tuning) and data-driven and surrogate modeling.
* Very good English skills; very good German skills will be a plus.

You are enthused by new technologies, an innovative environment and enjoy working in international teams? Apply now!
Note: Please apply exclusively online through our career portal. Applications submitted via other channels (including email) cannot be considered. Citizens of countries outside the European Union must have a valid residence or work permit for the duration of the program.

What do we offer?

* Comprehensive mentoring & onboarding.
* Personal & professional development.
* Flexible working hours.
* Digital offers & mobile working.
* Attractive, fair remuneration.
* Apartment offers for students (subject to availability & only Munich).
* And many other benefits - see bmw.jobs/benefits

Earliest starting date : 01/01/2026

Duration : 36 months

Working hours : Full-time

Do you have any questions? Then simply send your enquiry using our contact form. Your enquiry will then be answered by telephone or e-mail.

At the BMW Group, we place great importance on equal treatment and equal opportunities. Our recruiting decisions are based on the personality, experience, and skills of the applicants.

Learn more here .

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