Doctoral Researcher in Experimental Hadron Physics (Part-Time 65%) | Doktorand*in (d/m/w) auf dem Gebiet Experimentelle Hadronenphysik in Teilzeit (65%)
GSI Helmholtzzentrum für Schwerionenforschung GmbH
Job Summary
This doctoral position, based at the GSI Helmholtz Centre for Heavy Ion Research in Darmstadt and affiliated with Goethe University Frankfurt, focuses on experimental hadron physics within the international FAIR project. The researcher will be integral to the BRAID consortium, developing AI-based, detector-independent reconstruction frameworks for irregular, high-dimensional sensor data in particle physics. Key responsibilities include researching and prototyping Graph Neural Network (GNN) and Attention components, integrating these into domain pipelines for hadron physics experiments (CBM/PANDA), and contributing to data analysis and public dataset provision. The role requires a Master's degree in a technical field, strong programming skills (Python/C++), and motivation for machine learning and Open Science practices. This is an excellent opportunity to conduct world-class research in a highly international and collaborative environment, focusing on cutting-edge machine learning applications in fundamental physics.
Required Skills
Education
Master's degree (or equivalent) in Physics, Computer Science, or Electrical Engineering
Experience
- Professional experience in scientific research or data processing
- Desirable experience with simulations (Geant4)
- Desirable experience with GSI/FAIR research facilities and CBM/PANDA experiments
- Desirable experience with uncertainty quantification
- Desirable contributions to Open-Source projects
Languages
Additional
- Part-time position (65%); Fixed-term contract duration of 3 years; Must comply with Open Science/F.A.I.R. practices
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