Job Description:
In order to support Embedded RTS Development, Airbus Defence and Space is looking for a
Bachelor Thesis within Validation of Physics Informed Neural Networks PINNs (d/f/m)
You are looking for a bachelor thesis? Then apply now! We look forward to you supporting us in the Embedded RTS Development team as a Bachelor student (d/f/m)!
* Location: Manching
* Start: 01.09.2024
* Duration: 6 Months
Your location
Located about an hour’s drive north of Munich, Manching is an up-and-coming market town that offers a wide range of leisure and cultural activities. Here, you can enjoy the quality of life in the countryside while the pleasures of near-by cities are still within easy reach.
Your benefits
* Attractive salary and work-life balance with an 35-hour week (flex-time).
* Mobile working after agreement with the department.
* International environment with the opportunity to network globally.
* Work with modern/diversified technologies.
* At Airbus, we see you as a valuable team member and you are not hired to brew coffee, instead you are in close contact with the interfaces and are part of our weekly team meetings.
* Opportunity to participate in the Generation Airbus Community to expand your own network
Your tasks and responsibilities
* Research of PINN foundations and PINN simulator market analysis
* PINN simulator validation with respect to their generic, physical characteristics and regularities
* Development of PINN integration approach into an existing toolchain/ framework
* Validation of an appropriate application scenario (pros & cons in terms of accuracy, net size, training set size, training effort, etc.)
Desired skills and qualifications
* Enrolled full-time student (d/f/m) in the area of Electrical Engineering, Information Technology, Computer Science, or an equivalent field of study
* Experience with Supervised Learning /Reinforcement Learning
* Knowledge of Python programming
* Experience with Tensorflow/ Keras/ Pytorch or similar frameworks
* Profound knowledge in physics desirable
* Profound English or German language skills in speaking and writing
* Openness and willingness to learn new methods, tools, and skills
* Team-minded, willingness to work in an international and interdisciplinary team
* Good communication skills and autonomous way of working
Please upload the following documents: cover letter, CV, relevant transcripts, enrollment certificate.
Not a 100% match? No worries! Airbus supports your personal growth.
Take your career to a new level and apply now!
This job requires an awareness of any potential compliance risks and a commitment to act with integrity, as the foundation for the Company’s success, reputation and sustainable growth.
Company:
Airbus Defence and Space GmbH
Employment Type:
Final-year Thesis
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Experience Level:
Student
Job Family:
Support to Management