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Master thesis: Inverse design of nanophotonic through generative deep learning models(m/w/x)
Developing and optimizing generative deep learning models for nanophotonic inverse design at a 76-institute research organization. Familiarity with generative models and Master's program enrollment required. Remote work option, intensive support.
Requirements
- Strong background in machine learning and deep learning techniques
- Enrollment in a Master's program in computer science, electrical engineering, mechanical engineering, optics and photonics, or a comparable field
- Familiarity with generative models
- Enjoyment of learning about new topics and contributing ideas
Tasks
- Conduct a literature review on machine learning libraries and frameworks
- Research and develop machine learning models for nanophotonic inverse design
- Optimize and evaluate model performance for real-world applications
- Document algorithms developed and results
Education
- Currently in higher education
Languages
- English – Business Fluent
Benefits
Parking & Commuter Benefits
- Good public transport connections
Informal Culture
- Open and collegial working atmosphere
Other Benefits
- Intensive support
- Diversity promotion
Flexible Working
- Opportunity to work remotely
Purpose-Driven Work
- High degree of personal responsibility
- Opportunity to contribute and implement own ideas
Not a perfect match?
- Fraunhofer-GesellschaftFull-timeWith HomeofficeNot specifiedKarlsruhe
- Fraunhofer-Gesellschaft
Master thesis: Simulation and design for metasurface polarization optics(m/w/x)
Full-timeWorking StudentWith HomeofficeKarlsruhe - Fraunhofer-Gesellschaft
Masterarbeit: Simulation und Design von Metasurfaces für Polarisationsoptik(m/w/x)
Full-timeWith HomeofficeNot specifiedKarlsruhe - Fraunhofer-Gesellschaft
Abschlussarbeit: Realistische Simulation von Event-Streams mittels digitalem Zwilling(m/w/x)
Full-timeInternshipWith HomeofficeKarlsruhe - FZI Forschungszentrum Informatik
Student:in für eine Abschlussarbeit zum Thema Deep Learning Birds-Eye-View Transformation Methoden mit Kamera und Lidar für automatisiertes Fahren(m/w/x)
Full-timeTemporary contractWith HomeofficeNot specifiedKarlsruhe
Master thesis: Inverse design of nanophotonic through generative deep learning models(m/w/x)
Developing and optimizing generative deep learning models for nanophotonic inverse design at a 76-institute research organization. Familiarity with generative models and Master's program enrollment required. Remote work option, intensive support.
Requirements
- Strong background in machine learning and deep learning techniques
- Enrollment in a Master's program in computer science, electrical engineering, mechanical engineering, optics and photonics, or a comparable field
- Familiarity with generative models
- Enjoyment of learning about new topics and contributing ideas
Tasks
- Conduct a literature review on machine learning libraries and frameworks
- Research and develop machine learning models for nanophotonic inverse design
- Optimize and evaluate model performance for real-world applications
- Document algorithms developed and results
Education
- Currently in higher education
Languages
- English – Business Fluent
Benefits
Parking & Commuter Benefits
- Good public transport connections
Informal Culture
- Open and collegial working atmosphere
Other Benefits
- Intensive support
- Diversity promotion
Flexible Working
- Opportunity to work remotely
Purpose-Driven Work
- High degree of personal responsibility
- Opportunity to contribute and implement own ideas
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: Inverses Design von Nanophotonik durch generative Deep-Learning-Modelle(m/w/x)
Full-timeWith HomeofficeNot specifiedKarlsruhe - Fraunhofer-Gesellschaft
Master thesis: Simulation and design for metasurface polarization optics(m/w/x)
Full-timeWorking StudentWith HomeofficeKarlsruhe - Fraunhofer-Gesellschaft
Masterarbeit: Simulation und Design von Metasurfaces für Polarisationsoptik(m/w/x)
Full-timeWith HomeofficeNot specifiedKarlsruhe - Fraunhofer-Gesellschaft
Abschlussarbeit: Realistische Simulation von Event-Streams mittels digitalem Zwilling(m/w/x)
Full-timeInternshipWith HomeofficeKarlsruhe - FZI Forschungszentrum Informatik
Student:in für eine Abschlussarbeit zum Thema Deep Learning Birds-Eye-View Transformation Methoden mit Kamera und Lidar für automatisiertes Fahren(m/w/x)
Full-timeTemporary contractWith HomeofficeNot specifiedKarlsruhe