1. An open-source, end-to-end workflow for multidimensional photoemission spectroscopy
- Author
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Shuo Dong, Philip Hofmann, Tommaso Pincelli, Jure Demsar, Markus Scheidgen, Ralph Ernstorfer, Maciej Dendzik, Davide Curcio, D. Kutnyakhov, Wilfried Wurth, Yves Acremann, Kevin Bühlmann, Steinn Ymir Agustsson, R. Patrick Xian, Laurenz Rettig, Frederico Pressacco, Martin Wolf, and Michael Heber
- Subjects
Statistics and Probability ,Electronic properties and materials ,Photoemission spectroscopy ,Science ,FOS: Physical sciences ,02 engineering and technology ,Library and Information Sciences ,Reuse ,computer.software_genre ,01 natural sciences ,7. Clean energy ,Characterization and analytical techniques ,Article ,Education ,Computational science ,0103 physical sciences ,ddc:530 ,010306 general physics ,Electronic band structure ,Condensed Matter - Materials Science ,Event (computing) ,Detector ,Materials Science (cond-mat.mtrl-sci) ,530 Physik ,021001 nanoscience & nanotechnology ,3. Good health ,Computer Science Applications ,Characterization (materials science) ,Workflow ,Physics - Data Analysis, Statistics and Probability ,ddc:500 ,Statistics, Probability and Uncertainty ,0210 nano-technology ,computer ,Data Analysis, Statistics and Probability (physics.data-an) ,Information Systems ,Data integration - Abstract
Characterization of the electronic band structure of solid state materials is routinely performed using photoemission spectroscopy. Recent advancements in short-wavelength light sources and electron detectors give rise to multidimensional photoemission spectroscopy, allowing parallel measurements of the electron spectral function simultaneously in energy, two momentum components and additional physical parameters with single-event detection capability. Efficient processing of the photoelectron event streams at a rate of up to tens of megabytes per second will enable rapid band mapping for materials characterization. We describe an open-source workflow that allows user interaction with billion-count single-electron events in photoemission band mapping experiments, compatible with beamlines at 3rd and 4rd generation light sources and table-top laser-based setups. The workflow offers an end-to-end recipe from distributed operations on single-event data to structured formats for downstream scientific tasks and storage to materials science database integration. Both the workflow and processed data can be archived for reuse, providing the infrastructure for documenting the provenance and lineage of photoemission data for future high-throughput experiments. Deutsche Forschungsgemeinschaft (German Research Foundation) https://doi.org/10.13039/501100001659 Villum Fonden (Villum Foundation) https://doi.org/10.13039/100008398 EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) https://doi.org/10.13039/100010663 Max-Planck-Gesellschaft (Max Planck Society) https://doi.org/10.13039/501100004189
- Published
- 2020
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