Regensburg 2025 – wissenschaftliches Programm
Bereiche | Tage | Auswahl | Suche | Aktualisierungen | Downloads | Hilfe
CPP: Fachverband Chemische Physik und Polymerphysik
CPP 30: Emerging Topics in Chemical and Polymer Physics, New Instruments and Methods I
CPP 30.3: Vortrag
Mittwoch, 19. März 2025, 17:00–17:15, H34
Towards Closing the Autonomous Loop at Multiple Facilities: Developing Web-based User Interfaces and Data Infrastructure for Autonomous Experiments and Automated Data Reduction Workflows — •Benedikt Sochor1,2, Wiebke Koepp2, Tanny Chavez2, Runbo Jiang2, Dylan McReynolds2, Marcus Noack3, Raja Vyshnavi Sriramoju2, Aidan Coffey2, Ronald Pandolfi3, Eric Schaible2, Chenhui Zhu2, Frank Schlünzen1, Stephan V. Roth1,4, Alexander Hexemer2, and Sarathlal Koyiloth Vayalil1,5 — 1Deutsches Elektronen-Synchrotron DESY, Notkestr. 85, 22607 Hamburg, Germany — 2Advanced Light Source, Lawrence Berkeley National Laboratory, 6 Cyclotron Rd, Berkeley, 94720, CA, USA — 3Applied Mathematics and Computational Research Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, 94720, CA, USA — 4KTH Royal Institute of Technology, Teknikringen 56, 100 44 Stockholm, Sweden — 5UPES, Applied Science Cluster, 248007 Dehradun, India
This project focuses on establishing a robust infrastructure for autonomous scattering experiments at two different synchrotrons: X-ray scattering beamlines at PETRA III (DESY, Hamburg) and at the Advanced Light Source (ALS, Berkeley), initially beamline P03, the micro- and nano-focus small- and wide-angle X-ray scattering beamline (MiNaXS) at DESY, and the SAXS/WAXS/GISAXS/GIWAXS beamline 7.3.3 at the ALS. For selected science cases, the infrastructure’s capabilities to handle large datasets during time-resolved and scanning X-ray scattering experiments will be highlighted.
Keywords: Large research facility; Scattering techniques; Machine learning; Software; Autonomous experiments