Generic Tools for Machine Learning

Core project K1: Fundamentals

  • Prof. Dr. Joachim Giesen, Prof. Dr. Martin Bücker
  • Postdoc: Dr. Sören Laue (Chair: Theoretical Informatics)

Pilot project P1: Model learning

  • Prof. Dr. Joachim Giesen
  • PhD student: Andreas Goral (Chair: Theoretical Informatics)

Knowledge generation using machine learning processes

Core project K2: Knowledge gain

  • Prof. Dr. Joachim Denzler, Prof. Dr. Peter Dittrich
  • Postdoc: Dr. Maha Shadaydeh (Computer Vision Group)

Pilot project P2: Causality

  • Prof. Dr. Joachim Denzler, Prof. Dr. Markus Reichstein
  • PhD student: Wasim Ahmad (Computer Vision Group)

Pilot project P3: Virus diagnostics I

  • Prof. Dr. Sebastian Böcker, Prof. Dr. Peter Dittrich
  • PhD student: Stephan Peter (Chair: Biosystems Analysis)

Semantic methods for the data life cycle

Core project K3:  Provenance management

  • Prof. Dr. Birgitta König-Ries, Dr. Frank Löffler, Jun.-Prof. Lutz Maicher
  • Postdoc: Dr. Sheeba Samuel (Heinz Nixdorf Chair for Distributed Information Systems)

Pilot project P4: Data curation

  • Jun.-Prof. Lutz Maicher
  • PhD student: Michael Prilop (Technology Transfer Research Group)

Pilot project P5: Annotation

  • Prof. Dr. Birgitta König-Ries, Prof. Dr. Joachim Denzler
  • PhD student: Nora Abdelmageed (Heinz Nixdorf Chair for Distributed Information Systems)

Application fields

Pilot project P6: Gravitational waves

  • Prof. Dr. Bernd Brügmann, Prof. Dr. Martin Bücker, Dr. Frank Löffler
  • PhD student: Ondřej Zelenka (Institute for Theoretical Physics)

Pilot project P7: Tumors of head and throat

  • Prof. Dr. Ferdinand von Eggeling, Prof. Dr. Andrea Wittig, Prof. Dr. Orlando Guntinas-Lichnius
  • PhD student: David Pertzborn (Ear Nose and Throat Department at University Hospital)

Pilot project P8: MRT Imaging

  • Prof. Dr. Jürgen R. Reichenbach, Dr. Daniel Güllmar
  • PhD student: Alina Lopatina (Medical Physics Group at University Hospital)

Pilot project P9: Phenology

  • Prof. Dr. Christine Römermann, Dr. Solveig Franziska Bucher, Prof. Dr. Joachim Denzler
  • PhD student: Matthias Körschens (Institute of Ecology and Evolution)

Pilot project P10: Virus diagnostics II

  • Prof. Dr. Manja Marz, Prof. Dr. Volker Deckert
  • PhD student: Kevin Lamkiewicz (Bioinformatics/High-Throughput Analysis)

Pilot project P11: Optoelectronic material properties

  • Prof. Dr. Silvana Botti, Prof. Dr. Stefanie Gräfe
  • PhD student: Jakob Wolff (Institute of Condensed Matter Theory and Optics, Botti group)

Pilot project P12: Metamaterials (metAAi)

  • Prof. Dr. Thomas Pertsch, PD Dr. Thomas Bocklitz
  • PhD student: Marie Braasch (Institute of Applied Physics)

Pilot project P13: Geophysical solid earth observations

  • Prof. Dr. Nina Kukowski, Prof. Dr. Martin Bücker, Prof. Dr. Alexander Breuer
  • PhD student: Valentin Kasburg

Pilot project P14: Structural dynamics of land surfaces (PIXEL MACHINE)

  • Prof. Dr. Christiane Schmullius, PD Dr. Jussi Baade, Prof. Dr. Alexander Brenning, Prof. Dr. Christian Thiel
  • PhD student: tba (Institute of Geosciences, Geophysics)

Pilot project P15: Conversational interfaces

  • Jun.-Prof. Dr. Sina Zarrieß, Dr. Monique Meuschke, Jun.-Prof. Dr. Kai Lawonn
  • PhD student: Henrik Voigt (Chair: Digital Humanities – Language Technology & Machine Learning; Visualization and Explorative Data Analysis Group)

Associated application projects

Knowledge Graphs

  • Dr. Anna Kruspe, Dr. Sheeba Samuel
  • PhD student: Jihen Amara

Social cognition

  • Dr. Dana Schneider, Dr. Sven Sickert, Prof. Dr. Joachim Denzler
  • PhD student: Cem Doğdu (Chair: Social Psychology)