Bachelor Thesis in Validation of Physics-Informed Neural Networks

vor 2 Wochen


Manching, Deutschland airbus Vollzeit
Job Overview

Airbus Defence and Space is seeking a highly motivated and skilled individual to support our Embedded RTS Development team as a Bachelor student. The successful candidate will be responsible for validating Physics-Informed Neural Networks (PINNs) for our Embedded Real-Time Systems (RTS) development.

Key Responsibilities
  • Conduct research on PINN foundations and market analysis of PINN simulators
  • Validate PINN simulators with respect to their generic, physical characteristics and regularities
  • Develop a PINN integration approach into an existing toolchain/framework
  • Validate an appropriate application scenario, considering accuracy, net size, training set size, training effort, etc.
Requirements
  • Enrolled full-time student in 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
What We Offer
  • Attractive salary and work-life balance with a 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
  • Opportunity to participate in the Generation Airbus Community to expand your own network
Company Overview

Airbus Defence and Space is a leading provider of defence and space systems, with a strong focus on innovation and customer satisfaction. We offer a dynamic and challenging work environment, with opportunities for professional growth and development.



  • Manching, Deutschland airbus Vollzeit

    Job OpportunityWe are seeking a highly motivated and skilled individual to join our Embedded RTS Development team as a Bachelor student.Key ResponsibilitiesConduct research on Physics-Informed Neural Networks (PINNs) foundations and market analysisValidate PINN simulators with respect to their generic, physical characteristics and regularitiesDevelop a PINN...


  • Manching, Deutschland airbus Vollzeit

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