Aerospace Engineer Student

vor 4 Wochen


Stuttgart, Baden-Württemberg, Deutschland Deutsches Zentrum für Luft- und Raumfahrt (DLR) Vollzeit
Join Our Team at the Deutsches Zentrum für Luft- und Raumfahrt (DLR)

We are seeking a highly motivated and talented student of aerospace engineering, chemistry, or a related field to join our team at the DLR Institute of Combustion Technology in Stuttgart. As a research assistant, you will have the opportunity to work on a cutting-edge project focused on the development of infrared (IR)-based machine learning models and training databases for property estimation of sustainable aviation fuel (SAF).

About the Project

The use of sustainable aviation fuel (SAF) offers new opportunities for reducing the climate impact of aviation. However, the required fuel properties vary between SAF types, and the required data is not systematically collected and tracked between the airport and refineries due to the costly and time-consuming laboratory analysis. Our project aims to develop an IR-based database that captures the variance of current and novel aviation fuel, as well as complementary ML models for IR-based estimation of fuel physical and chemical properties.

Your Tasks
  • Conduct a literature review of conventional and sustainable aviation fuels and current IR-based models
  • Conceptualize the data set strategy for different use cases (e.g., property estimation, fuel classification)
  • Iteratively perform IR measurements, e.g., for the evaluation of the IR-sensor configurations and the estimation of ML models
  • Compare the results to other datasets and values found in the literature
  • Optional: Develop schemes for the automation of IR measurements
Requirements
  • Student of aerospace engineering, chemistry, or a related field
  • Basic programming experience in Python and ML models (e.g., Scikit-learn, PyTorch)
  • Basic theoretical or applied knowledge in organic chemistry and IR spectroscopy
  • Ideal interest in sustainable aviation
  • Ideal interest in laboratory work and working in a motivated team (hybrid/in-person)
About Us

The DLR stands for diversity, appreciation, and equal opportunities for all people. We promote independent work and the individual development of our employees in their personal and professional environment. For this, we offer numerous opportunities for further and continuing education. We are particularly concerned with equal opportunities and want to increase the proportion of women in science and leadership. We prefer applications from severely disabled people in case of equal suitability.



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