Internship in the Development of Physics-Informed Neural Networks (PINN) for Microfluidic Simulation
Company Description
At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference.
The Robert Bosch GmbH is looking forward to your application!
Job Description
- During your internship you will work on the further development of an in-house software tool for physical modeling in the context of microfluidics and on the development of a Physics-Informed Neural Networks (PINN) model in PyTorch for simulating microfluidics.
- You will train and evaluate the PINN model using experimental and numerical data and integrate the trained model into the existing software environment.
- Furthermore, you will optimize the PINN model's performance regarding computation time, memory requirements and accuracy.
- Finally, you will collaborate within the development team and participate in regular meetings.
Qualifications
- Education: Master studies in the field of Mechanical, Computational, Software Engineering or comparable
- Experience and Knowledge: very good in programming and machine learning techniques in Python (preferably with PyTorch); good knowledge in code optimization and test-driven software development; solid understanding of basic physics and math
- Personality and Working Practice: you effectively analyze complex problems, work independently to find solutions, collaborate well with others, and communicate clearly
- Enthusiasm: strong interest in the field of industrial research
- Languages: fluent in German or English
Additional Information
Start: according to prior agreement
Duration: 6 months
Requirement for this internship is the enrollment at university. Please attach your CV, transcript of records, enrollment certificate, examination regulations and if indicated a valid work and residence permit.
Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome all applications, regardless of gender, age, disability, religion, ethnic origin or sexual identity.
Need further information about the job?
Alexander Eifert (Functional Department)
+49 711 811 15866
Christian Kuntz (Functional Department)
+49 711 811 6681
#LI-DNI
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What We Do
The Bosch Group is a leading global supplier of technology and services. It employs roughly 402,600 associates worldwide (as of December 31, 2021). The company generated sales of 78.7 billion euros in 2021. Its operations are divided into four business sectors: Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology.
As a leading IoT provider, Bosch offers innovative solutions for smart homes, Industry 4.0, and connected mobility. Bosch is pursuing a vision of mobility that is sustainable, safe, and exciting. It uses its expertise in sensor technology, software, and services, as well as its own IoT cloud, to offer its customers connected, cross-domain solutions from a single source. The Bosch Group’s strategic objective is to facilitate connected living with products and solutions that either contain artificial intelligence (AI) or have been developed or manufactured with its help. Bosch improves quality of life worldwide with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is “Invented for life.”
The Bosch Group comprises Robert Bosch GmbH and its roughly 440 subsidiary and regional companies in some 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. With its more than 400 locations worldwide, the Bosch Group has been carbon neutral since the first quarter of 2020. The basis for the company’s future growth is its innovative strength. At 128 locations across the globe, Bosch employs some 76,100 associates in research and development, of which more than 38,000 are software engineers.
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