ProjektOSCARS AI-SCOPE – AI-Driven Enhancement of Surface Scattering Data for Open Science Platforms Across Europe
Grunddaten
Akronym:
OSCARS AI-SCOPE
Titel:
AI-Driven Enhancement of Surface Scattering Data for Open Science Platforms Across Europe
Laufzeit:
01.12.2024 bis 30.11.2026
Abstract / Kurz- beschreibung:
The AI-SCOPE project engages the European photon and neutron (PaN) science community to enhance the frequency and quality of FAIR-compliant data submissions to EOSC-indexed databases, such as the ESRF data portal or Zenodo.
The project stands to dramatically enhance data FAIRness and beamtime efficiency, by introducing a live AI analysis tool for surface scattering experiments. By rigorously applying it to a diverse array of pre-existing scattering data and enabling live analysis of data from a multitude of sample types we will create a well-curated dataset with detailed annotations in EOSC indexed databases, and lay the groundwork for more uploads with metadata in the future. Both the AI-tool and the curated database will unlock new possibilities for data reuse and collaborative scientific exploration of X-ray and neutron data with machine learning helping also AI-guided materials discovery.
The project stands to dramatically enhance data FAIRness and beamtime efficiency, by introducing a live AI analysis tool for surface scattering experiments. By rigorously applying it to a diverse array of pre-existing scattering data and enabling live analysis of data from a multitude of sample types we will create a well-curated dataset with detailed annotations in EOSC indexed databases, and lay the groundwork for more uploads with metadata in the future. Both the AI-tool and the curated database will unlock new possibilities for data reuse and collaborative scientific exploration of X-ray and neutron data with machine learning helping also AI-guided materials discovery.
Schlüsselwörter:
surface scattering data
photon and neutron science
PaN science
PaN data
Beteiligte Mitarbeiter/innen
Leiter/innen
Mathematisch-Naturwissenschaftliche Fakultät
Universität Tübingen
Universität Tübingen
Institut für Angewandte Physik (IAP)
Fachbereich Physik, Mathematisch-Naturwissenschaftliche Fakultät
Fachbereich Physik, Mathematisch-Naturwissenschaftliche Fakultät
Weitere Mitarbeiter/innen
Institut für Angewandte Physik (IAP)
Fachbereich Physik, Mathematisch-Naturwissenschaftliche Fakultät
Fachbereich Physik, Mathematisch-Naturwissenschaftliche Fakultät
Institut für Angewandte Physik (IAP)
Fachbereich Physik, Mathematisch-Naturwissenschaftliche Fakultät
Fachbereich Physik, Mathematisch-Naturwissenschaftliche Fakultät
Lokale Einrichtungen
Institut für Angewandte Physik (IAP)
Fachbereich Physik
Mathematisch-Naturwissenschaftliche Fakultät
Mathematisch-Naturwissenschaftliche Fakultät
Geldgeber
Brüssel, Belgien
Kooperationen
Paris, Frankreich
Meyrin, Kanton Genf, Schweiz