Job
- Level
- Experienced
- Job Field
- Data
- Employment Type
- Part Time
- Contract Type
- Internship / school internship
- Location
- Munich
- Working Model
- Onsite
Job Summary
In this position, you will develop AI models for predicting vehicle crashes using geometric deep learning architectures while integrating machine learning and physics-based simulations to enhance accuracy.
Your role in the team
- We are offering an exciting PhD position focused on AI-based crash predictions using 3D crash simulation techniques.
- Develop AI models for vehicle crash behavior using modern geometrical AI architectures.
- Integrate machine learning and data analytics approaches with physics-based simulations to improve prediction accuracy.
- Contribute to the development of automated workflows and optimization methods for crash simulations.
- Research in AI models for CAx (CAD, CAE, etc.) applications in crash design process for cars.
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Our expectations of you
Education
- University degree in engineering, computer science, mathematics, or an equivalent field.
Qualifications
- Gutes Verständnis von CAx-Artefakten (3D-Geometrie, Simulationsmodell usw.) und den damit verbundenen Workflows, die in Produktdesign und -entwicklung verwendet werden.
- Solid background in numerical simulations, particularly with transient schemes.
- A track record of research contributions (publications, conference talks, or equivalent) is a plus.
- Business-fluent English; German language skills are a plus.
Experience
- Experience in AI model development with a focus on geometrical deep learning, e.g., Graph Neural Networks, Geometric Transformers, Transolver architectures.
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What we offer
- Umfassendes Mentoring & Onboarding.
- Personal & professional development.
- Flexible working hours.
- Digital offers & mobile working.
- Attractive & fair remuneration.
- Annual special payments such as vacation pay and a personal bonus.
- Apartment offers for students (subject to availability & only Munich).
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Benefits
Work-Life-Integration
Health, Fitness & Fun
Topics that you deal with on the job
Job Locations
This is your employer
BMW AG
Our world-leading premium automotive brands BMW, MINI, Rolls-Royce and our motorcycles, along with our comprehensive range of high-quality financial and mobility services make us a unique provider.
Description
- Company Type
- Established Company
- Working Model
- Hybrid, Onsite
- Industry
- Vehicle Manufacturing, Supplier, Industry, Production
Employer reviews
by devworkplaces.com
Total
(2 Reviews)3.1
Career Growth
3.1Engineering
2.3Culture
3.1Workingconditions
4.1
PhD AI Driven Crash Simulation and Geometric Deep Learning
- Location
- Munich
- Working Model
- Onsite
- Diversity
- Open for all genders
