17–23 set 2023
Hotel Hermitage, La Biodola Bay, Isola d'Elba, Italy
Europe/Rome fuso orario

Research data management of laser-plasma science at HZDR

20 set 2023, 19:00
1O 30m
Aula Maria Luisa (Hotel Hermitage)

Aula Maria Luisa

Hotel Hermitage

Poster (participant) WG7: Beam diagnostics, instrumentation, Machine Learning Poster session

Relatore

Hans-Peter Schlenvoigt (Helmholtz-Zentrum Dresden - Rossendorf)

Descrizione

The Draco laboratory at HZDR is a versatile, multi-arm and multi-target-area facility, consisting of several, independent subsystems. The lack of an overarching DAQ is balanced by interfaces of the subsystems and custom inter-linking agents. We present recent progress of implementing such software agents, connecting to the center’s electronic lab documentation system. First, manual logging of shot parameters and observations is lifted from spreadsheet software to a flexible web-app, writing to a database (DB). The laser-internal logging is exported to a DB and internal software triggering is forwarded to experiments. That provides a connection between laser-internal indexing and experiment-based indexing (another DB) and enables near-online data processing. The latter comprises file path logging and validation according to the shot’s acquisition settings for further analysis as well as basic on-shot analysis scripts, both enabling near-online visualization to better guide the course of experiments.
Likewise, parameters and results from simulations are logged to databases, enabling machine learning techniques and better computing resource management.
For a long-term, FAIR storage, the HELPMI project starts exploring the possibilities of openPMD and NeXus to ingest experimental data. That project shall serve as initiative for the global LPA community to find a data and metadata standard.

Autori principali

Arie Irman (Helmholtz-Zentrum Dresden - Rossendorf) Hans-Peter Schlenvoigt (Helmholtz-Zentrum Dresden - Rossendorf) Kristin Tippey (Helmholtz-Zentrum Dresden - Rossendorf) Oliver Knodel (Helmholtz-Zentrum Dresden - Rossendorf) Stefan Bock (Helmholtz-Zentrum Dresden - Rossendorf) Thomas Kluge (Helmholtz-Zentrum Dresden - Rossendorf) Ulrich Schramm (Helmholtz-Zentrum Dresden - Rossendorf)

Materiali di presentazione