Fraunhofer-Gesellschaft
Masterarbeit: Generalisierung von KI-Modellen in laserbasierten Fertigungsprozessen(m/w/x)
Full-timeInternshipOn-site
Aachen
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FRFraunhofer-Gesellschaft
Master's Thesis: Generalization of AI Models in Laser-Based Manufacturing Processes(m/w/x)
Aachen
Full-timeInternshipOn-site
AI/ML
Data Science
Nejo AI Summary
Analyzing AI model transferability in laser-based manufacturing, identifying generalization limits. Python programming and data science basics required. Flexible hours, interdisciplinary environment.
Requirements
- Studying industrial engineering, physics, mechanical engineering, computational engineering science, or similar
- Experience in Python programming
- Basic understanding of data science
- Basic understanding of signal processing
Tasks
- Analyze transferability of AI-based process models
- Identify factors limiting model generalizability
- Investigate transfer learning approaches
- Reduce required training effort
- Adapt existing models to new domains
- Evaluate potential for scalable industrial applications
- Reduce dependence on extensive new datasets
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- data science
- signal processing
Benefits
Flexible Working
- Flexible working hours
Startup Environment
- Creative and interdisciplinary environment
- Innovative applied research environment
Informal Culture
- Motivated team
- Flat hierarchies
- Informal culture
Modern Equipment
- Excellent range of machines and equipment
Modern Office
- First-class office facilities
Other Benefits
- Practice-oriented thesis
- Diversity promotion
- Support for employees with disabilities
Corporate Discounts
- Exciting corporate benefits
Parking & Commuter Benefits
- Good transport connections
- Parking spaces
- E-charging station
- Parking garage
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Gesellschaft and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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FRFraunhofer-Gesellschaft
Master's Thesis: Generalization of AI Models in Laser-Based Manufacturing Processes(m/w/x)
Aachen
Full-timeInternshipOn-site
AI/ML
Data Science
Nejo AI Summary
Analyzing AI model transferability in laser-based manufacturing, identifying generalization limits. Python programming and data science basics required. Flexible hours, interdisciplinary environment.
Requirements
- Studying industrial engineering, physics, mechanical engineering, computational engineering science, or similar
- Experience in Python programming
- Basic understanding of data science
- Basic understanding of signal processing
Tasks
- Analyze transferability of AI-based process models
- Identify factors limiting model generalizability
- Investigate transfer learning approaches
- Reduce required training effort
- Adapt existing models to new domains
- Evaluate potential for scalable industrial applications
- Reduce dependence on extensive new datasets
Education
- Currently in higher education
Languages
- English – Business Fluent
Tools & Technologies
- Python
- data science
- signal processing
Benefits
Flexible Working
- Flexible working hours
Startup Environment
- Creative and interdisciplinary environment
- Innovative applied research environment
Informal Culture
- Motivated team
- Flat hierarchies
- Informal culture
Modern Equipment
- Excellent range of machines and equipment
Modern Office
- First-class office facilities
Other Benefits
- Practice-oriented thesis
- Diversity promotion
- Support for employees with disabilities
Corporate Discounts
- Exciting corporate benefits
Parking & Commuter Benefits
- Good transport connections
- Parking spaces
- E-charging station
- Parking garage
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Gesellschaft and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
Fraunhofer-Gesellschaft
Industry
Research
Description
Das Unternehmen ist eine der führenden Organisationen für anwendungsorientierte Forschung mit 76 Instituten in Deutschland.
Not a perfect match?
- Fraunhofer-Gesellschaft
Masterarbeit: Generalisierung von KI-Modellen in laserbasierten Fertigungsprozessen(m/w/x)
Full-timeInternshipOn-siteAachen - Fraunhofer-Gesellschaft
Master's Thesis: Form Generation in Laser-Based Optics Manufacturing(m/w/x)
Full-timeInternshipOn-siteAachen - Fraunhofer-Gesellschaft
Master Thesis: Machine Learning (ML)-Based Methods as Surrogate for Finite Element Modelling(m/w/x)
Full-timeWorking StudentOn-siteAachen - Fraunhofer-Gesellschaft
Masterarbeit: ML-basierte Methoden als Ersatz für die Finite-Elemente-Modellierung(m/w/x)
Full-timeInternshipOn-siteAachen - Fraunhofer-Gesellschaft
Bachelor-/ Master Thesis: Investigation of effects of surface metrology data on optical simulation(m/w/x)
Full-timeWorking StudentOn-siteAachen