Master Thesis Machine Learning-Based Magnetic and Mechanical Properties Prediction of E-Sheet Metal Materials
Master Thesis Machine Learning-Based Magnetic and Mechanical Properties Prediction of E-Sheet Metal Materials
Robert-Bosch-Campus 1, 71272 Renningen, Germany
Full-time
Robert Bosch GmbH
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
E-drive components such as stator and rotor have high requirements regarding mechanical and magnetic properties. Due to future recycled content requirements, chemical properties are expected to change.
The effect of this changed chemical composition on the mechanical and magnetic properties will be described using a data based approach.
- In your Master thesis, you will extend an existing mechanical ML model to include data, useful features and methods for magnetic properties.
- Your job includes data mining for data that meet the required criteria.
- Furthermore, you will develop a combined data-driven model of mechanical and magnetic properties.
- Last but not least, you will validate and extend existing and new ML methods with Python.
Qualifications
- Education : Master studies in the field of Mathematics, Computer Science, Physics, Engineering or comparable
- Experience and Knowledge in data processing and analysis; programming skills (Python with e.g. scikit-learn)
- Personality and Working Practice : you structure your work efficiently; your strong communication skills and sense of responsibility make you a valuable team player
- Enthusiasm : welcome to share your Git project with us
- Languages : very good in German or English
Additional Information
Start : according to prior agreement
Duration : 6 months
Requirement for this thesis is the enrollment at university. Please attach your CV, transcript of records, 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?
Dominic Olveda (Functional Department)
49 711 811 22952
Tatjana Miokovic (Functional Department)
49 711 811 33707
LI-DNI
Master Thesis in Simulation and Testing of Refrigerant Separator
Qualifications** *Education:*master studies in the field of Mechanical Engineering, Aerospace Engineering, Process Engineering, Automotive Engineering or comparable* *Experience and Knowledge:* with numerical simulations (e. Personality and Working Practice: *high motivation for practical work and c...
Dualer Master: Online Marketing Manager (m/w/d), School of International Business and Entrepreneurship
Die SCHOOL OF INTERNATIONAL BUSINESS AND ENTREPRENEURSHIP (SIBE) ist die Graduate School für Leadership & Management der Steinbeis-Hochschule. Die Masterstudiengänge der SIBE bieten eine generalistische und internationale Leadership- und Management-Ausbildung für junge Nachwuchskräfte in Zusammenarb...
Master Thesis Speech Target Extraction Based on Directives
Qualifications** *Education: *Master studies in the field of Electrical Engineering, Computer Science or comparable* *Experience and Knowledge *in Python and C++; background in Neural Networks; knowledge of PyTorch is an advantage* *Personality and Working Practice: *anindependent, structured and hi...
Master Thesis Speech Target Extraction Based on Directives
During your Master thesis, you investigate target speech extraction with different background noises and develop a target extraction method based on directives. Master Thesis Speech Target Extraction Based on Directives. Please attach your CV, transcript of records, examination regulations and if in...
Thesis in High Performance Model Predictive Control Using Machine Learning
Qualifications** *Education:* studies in the field of Cybernetics, Engineering, Mathematics, Computer Science or comparable* *Experience and Knowledge:* in Python DL frameworks like Pytorch, Tensorflow, or Jax; profound knowledge of machine learning and control theory* *Personality and Working Pract...
Berufsintegrierter Master als Data Architect - Remote (m/w/d)
Bewirb dich jetzt für ein spannendes Projekt und starte dein berufsintegriertes Masterstudium. Erste Erfahrungen in der Softwareentwicklung (Python, Java, SQL) wünschenswert. Staatlich anerkanntes, berufsintegriertes und finanziertes Masterstudium. ...
Bachelor-/Master-Thesis
Bei Interesse an der Durchführung Ihrer Thesis in unserem Unternehemen bewerben Sie sich sehr gerne einige Zeit vor Beginn Ihrer geplanten Bachelor-/Master-Thesis bei uns. Wir bieten für Studierende der Studienrichtungen Ingenieurwesen kontinuierlich in unseren Fachbereichen Entwicklung, Konstruktio...
Machine Learning Engineer (m/f/x) Deep Learning and Generative AI
Advanced knowledge of machine learning, NLP, semantic knowledge representation and deep learning are also a major plus. Enthusiasm and excellent understanding of DevOps and ML Ops Procedure and technologies. Enthusiasm for the latest developments in the context of deep learning and the application f...
Master Thesis in Assessing the Completeness of Main Manufacturing Processes within Production Chains for Life Cycle Assessment
LCA) methodologies and industrial manufacturing processes; familiarity with the structure and usage of the Ecoinvent database; understanding of what the pedigree matrix is in the context of LCA and how it is used to assess data quality and uncertainty; basic knowledge of Activity Browser or Brightwa...
Master Thesis - Development of a Model Predictive Local Planner for Mobile Outdoor Robots
Your work will be focused on the design and implementation of a model-predictive local planner for mobile outdoor robots. The motion planner should be able to find optimal collision-free trajectories on uneven outdoor terrain and send the appropriate velocity commands to the robot base. Profound kno...