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Student assistant: Physics-based Machine Learning for Process Optimization in Machining Domain(m/w/x)
Development of ML algorithms for dynamic phenomena in milling processes at research organization with 76 institutes. Solid Python or C++ programming skills required. Flexible working hours, access to state-of-the-art machine park.
Anforderungen
- Studies in Mechanical Engineering, Computer Science, Mechatronics or comparable subject
- Solid background in programming (Python or C++)
- Experience with machining processes or ML approaches (advantageous)
- High degree of motivation, initiative, and independence
- Good language skills in German and/or English
Aufgaben
- Develop machine learning algorithms for milling processes
- Implement algorithms to model dynamic phenomena
- Analyze dynamic phenomena in milling processes
- Explore Physics-Informed and Physics-Guided Machine Learning
- Apply Physics-Informed and Physics-Guided Machine Learning
- Design cloud-based microservices for industrial manufacturing
- Develop cloud-based microservices for industrial manufacturing
Ausbildung
- Laufendes Studium
Sprachen
- Deutsch – verhandlungssicher
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- C++
- ML approaches
Benefits
Flexibles Arbeiten
- Flexible working
Abwechslungsreiche Aufgaben
- Innovative research projects
- Diverse and adaptable tasks
Sonstige Vorteile
- Practical knowledge implementation
- Edge cloud systems
- Practice-oriented thesis opportunity
Moderne Technikausstattung
- State-of-the-art machine park
- 5G infrastructure
Noch nicht perfekt?
- Fraunhofer-GesellschaftTeilzeitWerkstudentnur vor OrtAachen
- Fraunhofer-Gesellschaft
Student assistant: Software Developer for Data-Driven Applications(m/w/x)
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Master Thesis: An Industry 4.0-oriented approach to automated simulation-based process optimization(m/w/x)
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Student assistant: Physics-based Machine Learning for Process Optimization in Machining Domain(m/w/x)
Development of ML algorithms for dynamic phenomena in milling processes at research organization with 76 institutes. Solid Python or C++ programming skills required. Flexible working hours, access to state-of-the-art machine park.
Anforderungen
- Studies in Mechanical Engineering, Computer Science, Mechatronics or comparable subject
- Solid background in programming (Python or C++)
- Experience with machining processes or ML approaches (advantageous)
- High degree of motivation, initiative, and independence
- Good language skills in German and/or English
Aufgaben
- Develop machine learning algorithms for milling processes
- Implement algorithms to model dynamic phenomena
- Analyze dynamic phenomena in milling processes
- Explore Physics-Informed and Physics-Guided Machine Learning
- Apply Physics-Informed and Physics-Guided Machine Learning
- Design cloud-based microservices for industrial manufacturing
- Develop cloud-based microservices for industrial manufacturing
Ausbildung
- Laufendes Studium
Sprachen
- Deutsch – verhandlungssicher
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- C++
- ML approaches
Benefits
Flexibles Arbeiten
- Flexible working
Abwechslungsreiche Aufgaben
- Innovative research projects
- Diverse and adaptable tasks
Sonstige Vorteile
- Practical knowledge implementation
- Edge cloud systems
- Practice-oriented thesis opportunity
Moderne Technikausstattung
- State-of-the-art machine park
- 5G infrastructure
Über das Unternehmen
Fraunhofer-Gesellschaft
Branche
Research
Beschreibung
Das Unternehmen ist eine der führenden Organisationen für anwendungsorientierte Forschung mit 76 Instituten in Deutschland.
Noch nicht perfekt?
- Fraunhofer-Gesellschaft
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