Master thesis AI Techniques & 3D Numerical Simulations (f/m/x)

BMW Group; Deutschland; Vor Ort; EUR 40.000 - 60.000; Vollzeit

Zusammenfassung

A leading automotive company is seeking a highly motivated graduate student for a master's thesis project focused on applying AI techniques to 3D numerical simulations. The role involves developing novel algorithms, conducting literature reviews, and presenting findings at conferences. Flexible working hours and comprehensive mentoring are offered.

Leistungen

Comprehensive mentoring & onboarding

Personal & professional development

Flexible working hours

Digital offers & mobile working

Attractive & fair remuneration

Apartment offers for students

Qualifikationen

• Currently enrolled in a relevant program.
• Strong programming skills in Python and C++.
• Experience with deep learning libraries.

Aufgaben

• Conduct literature review on AI-powered 3D simulations.
• Develop AI algorithms to improve simulation models.
• Document research findings in a master's thesis.

Kenntnisse

Python

C++

Problem Solving

Critical Thinking

Communication

Ausbildung

Undergraduate or Graduate Program

Tools

PyTorch

TensorFlow

Graph-Neural-Networks

PyG

NVIDIA PhysicsNeMo

Jobbeschreibung

SOME IT WORKS. SOME CHANGES WHAT'S POSSIBLE.

SHARE YOUR PASSION.

More than 90% of automotive innovations are based on electronics and software. That's why creative freedom and lateral thinking are so important in the pursuit of truly novel solutions. 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 are seeking a highly motivated graduate student to work on a master's thesis project focused on applying artificial intelligence (AI) techniques to 3D numerical simulations. The successful candidate will explore the use of machine learning, deep learning, and other AI approaches to enhance the accuracy, efficiency, and capabilities of 3D simulation models across a variety of engineering and scientific domains.

What awaits you?

• Conduct a comprehensive literature review on the state-of-the-art in AI-powered 3D numerical simulations.
• Develop novel AI algorithms and architectures to improve the performance of 3D simulation models.
• Implement and test the proposed AI-based approaches on benchmark 3D simulation problems.
• Analyze the results, quantify the improvements, and identify areas for further development.
• Document the research findings in the form of a high-quality master's thesis.
• Present the work at relevant conferences and workshops.

Please note that your thesis must be supervised by a university on your part.

What should you bring along?

• Currently enrolled in a relevant undergraduate or graduate program (e.g., computer science, engineering).
• Strong programming skills in languages such as Python, C++/.
• Background in numerical simulations and strong background on deep learning libraries, e.g. PyTorch, Tensorflow.
• Experience with Graph-Neural-Networks (GNNs) ideally for mesh-based simulations.
• Familiarity with existing GNN libraries, e.g. PyG, NVIDIA PhysicsNeMo.
• Excellent problem-solving and critical thinking abilities.
• Effective communication and collaboration skills.

You are enthused by new technologies and an innovative environment? Apply now!

What do we offer?

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

Earliest starting date: from 06/01/2025

Duration: 6 months

Working hours: Part-time or 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 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