Utilizing AI in various areas of imaging applications for Petra-3 and FLASH

Contacts

To get in touch with the photon-science team, please contact Philipp Heuser

Team Members

  1. Philipp Heuser
  2. Frank Schluenzen

Related projects

Recent publications

  1. Neural network analysis of neutron and X-ray reflectivity data incorporating prior knowledge: Valentin Munteanu et al., J Appl Cryst, doi: 10.1107/S1600576724002115
  2. PickYOLO: Fast deep learning particle detector for annotation of cryo electron tomograms: Erik Genthe et al. et al., Journal of Structural Biology, doi: 10.1016/j.jsb.2023.107990
  3. Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering data: Vladimir Starostin et al., npj Comput Mater, doi: 10.1038/s41524-022-00778-8
  4. The osteogenetic activities of mesenchymal stem cells in response to Mg2+ ions and inflammatory cytokines: a numerical approach using fuzzy logic controllers: Jalil Nourisa et al., PLoS Comput Biol, doi: 10.1371/journal.pcbi.1010482
  5. Neural network analysis of neutron and X-ray reflectivity data: automated analysis using mlreflect, experimental errors and feature engineering: Alessandro Greco et al., J Appl Cryst, doi: 10.1107/S1600576722002230