Master Thesis Unsupervised Sensor Fusion

**ARE YOU READY FOR THE 4TH REVOLUTION?** **SHARE YOUR PASSION.** Digitalisation, robotics, artificial intelligence - not science fiction but our daily business. Everything seems impossible until it has been done. World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes...

Master Thesis Causal Discovery for Vehicle Quality Data using Transformer Models In recent years, the development of attention-based deep learning models has significantly enhanced our ability to interpret data and draw causal graphs, explaining the relationships between variables. These models surpass traditional causal discovery algorithms in terms of...

**Description** **Ready to contribute to the future of automotive industry?** We are part of Hitachi Astemo focusing on world-leading advanced mobility solutions within the fields of electrification, autonomous driving, and connectivity to help reduce environmental damage, decrease traffic accidents, and improve comfort. Together, we contribute to a...

**ARE YOU READY FOR THE 4TH REVOLUTION?** **SHARE YOUR PASSION.** Digitalisation, robotics, artificial intelligence - not science fiction but our daily business. Everything seems impossible until it has been done. World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes...

**Experience research**: Conduct literature reviews and stay up-to-date with the latest advancements in Uncertainty Quantification for Deep Learning and Trustworthy AI - **Take responsibility**: Implement and evaluate state-of-the-art methods for uncertainty estimation, such as Evidential Deep Learning - **Convince with words**: Document and finalize thesis...

**THE BEST INTERNSHIP ALWAYS HAS A 'YOU' IN TEAM.** **SHARE YOUR PASSION.** We believe in creating an environment where our interns really can learn by doing and where they are given their own areas of responsibility right from the start of their time with us. That’s why our experts will treat you as part of the team from day one, encourage you to bring...

**THE BEST INTERNSHIP ALWAYS HAS A 'YOU' IN TEAM.** **SHARE YOUR PASSION.** We believe in creating an environment where our interns really can learn by doing and where they are given their own areas of responsibility right from the start of their time with us. That’s why our experts will treat you as part of the team from day one, encourage you to bring...

**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...

**ARE YOU READY FOR THE 4TH REVOLUTION?** **SHARE YOUR PASSION.** Digitalisation, robotics, artificial intelligence - not science fiction but our daily business. Everything seems impossible until it has been done. World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes...

**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. And that’s why our experts will treat you as part of the team from day one, encourage you to...

**THIS MUCH DOING ISN'T DOABLE AT JUST ANY COMPANY.** **SHARE YOUR PASSION.** We believe in creating an environment where our interns really can learn by doing and where they are given their own areas of responsibility right from the start of their time with us. That’s why our experts will treat you as part of the team from day one, encourage you to...

**THE BEST INTERNSHIP IN THEORY - AND IN PRACTICE.** **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...

**ARE YOU READY FOR THE 4TH REVOLUTION?** **SHARE YOUR PASSION.** Digitalisation, robotics, artificial intelligence - not science fiction but our daily business. Everything seems impossible until it has been done. World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes...

**Experience research**: Development of techniques for Robust AI in the area of UWB radar sensors - **Keep the overview**: Assessment of algorithms performance on a real measurement data base - **Expand your horizons**: Suite of algorithms and libraries in Keras/ TensorFlow/ PyTorch - **Reliable work**: Documentation of analysis and results - **Keep up to...

**THIS MUCH DOING ISN'T DOABLE AT JUST ANY COMPANY.** **SHARE YOUR PASSION.** We believe in creating an environment where our interns really can learn by doing and where they are given their own areas of responsibility right from the start of their time with us. That’s why our experts will treat you as part of the team from day one, encourage you to...

**Lifelong learning**: You will learn about current existing tools and methods to detect tasks executing on a microcontroller - **Experience research**: You will design and develop a non-invasive method for detecting tasks executed on a microcontroller with an operating system, solely relying on the analysis of trace data - **Data is everything**: You...

**Lab work**: You gain practical experience working with Lasers, optics and electrical measurements - **Collaboration**: You will be part of a research team consisting of industry and academic partners - **Quantum technology**: You will gain understanding of ion traps, optical clocks and quantum computing - **Passion**: You have a high interest on the...

**Shape the future**: You develop and implement a finite control set model predictive controller for a switched power converter in MATLAB/Simulink - **Experience research**: You compare its behavior with classical continuous control approaches using a modulator - **Inform your colleagues**: You document and present the concepts and findings to peers and...

Are you passionate about the future of energy storage? In this master thesis, you'll dive into the world of lithium-ion batteries, focusing on further developing advanced electrochemical impedance models and leveraging machine learning (ML) to optimize parameter estimation. Your work will push the boundaries of existing battery models by creating more...

Als Product Owner (w/m/x) im Road Model arbeiten Sie in einem Team von erfahrenen Softwareentwicklern an automatisierten Fahrfunktionen der SAE-Levels 2 und 3. Das Team nutzt dabei das SCRUM Framework. Sie agieren als PO im Road Model in einem höchst innovativen und herausfordernden Bereich der Automobilindustrie. **Was erwartet Sie?** - Die Software ist...