Training Workflow on Terahertz Spectroscopy at TELBE
The radiation source ELBE (Electron Linac for beams with high Brilliance and low Emittance) at the Helmholtz Centre Dresden Rossendorf (HZDR) can produce several kinds of secondary radiations. THz radiation is one of them and can be used with a typical pulse frequency of 100 kHz as a stimulation...
Scientific topics: spectroscopy, THz photon probe
Keywords: terahertz, Higgs, dataset, data analysis, spectroscopy, FAIR, training, TELBE, photon, metadata, TELBE
Resource type: lesson, workflow, training
Training Workflow on Terahertz Spectroscopy at TELBE
https://pan-training.eu/workflows/telbe
https://pan-training.eu/materials/terahertz-spectroscopy-workflow
The radiation source ELBE (Electron Linac for beams with high Brilliance and low Emittance) at the Helmholtz Centre Dresden Rossendorf (HZDR) can produce several kinds of secondary radiations. THz radiation is one of them and can be used with a typical pulse frequency of 100 kHz as a stimulation source for elementary low-energy degrees of freedom in matter.
In this training workflow brings together background information of the experiment, the facility used, as well as the processing techniques and steps to understand the data generated by the experiment:
* The open accessible dataset
* The software
* Services to execute the analysis
spectroscopy
THz photon probe
terahertz, Higgs, dataset, data analysis, spectroscopy, FAIR, training, TELBE, photon, metadata, TELBE
PaN Community
beamline users
graduate students
Extended X-ray absorption fine structure (EXAFS) spectroscopy
Synchrotron X-ray techniques for industry R&I:
Extended X-ray absorption fine structure (EXAFS) spectroscopy at the ESRF by Dr Sakura Pascarelli
Scientific topics: extended x-ray absorption fine structure
Keywords: xanes & exafs
Resource type: video
Extended X-ray absorption fine structure (EXAFS) spectroscopy
https://www.youtube.com/watch?v=BTHpau2ok-8
https://pan-training.eu/materials/extended-x-ray-absorption-fine-structure-exafs-spectroscopy
Synchrotron X-ray techniques for industry R&I:
Extended X-ray absorption fine structure (EXAFS) spectroscopy at the ESRF by Dr Sakura Pascarelli
extended x-ray absorption fine structure
xanes & exafs
PaN Community
Machine Learning-based Spectra Classification
Yue Sun presents: Machine Learning-based Spectra Classification at the 2nd PaNOSC and ExPaNDS PaN EOSC Symposium (October 2021).
Scientific topics: spectroscopy
Keywords: machine learning, XFEL, FAIR, large dataset, NeXus, spectroscopy, wp5-ExPaNDS
Resource type: video, slides
Machine Learning-based Spectra Classification
https://zenodo.org/record/5636331/files/20211026-PaN-EOSC-Symposium2021-YueSun-UseCase.pdf?download=1
https://pan-training.eu/materials/machine-learning-based-spectra-classification
Yue Sun presents: Machine Learning-based Spectra Classification at the 2nd PaNOSC and ExPaNDS PaN EOSC Symposium (October 2021).
spectroscopy
machine learning, XFEL, FAIR, large dataset, NeXus, spectroscopy, wp5-ExPaNDS
PaN Community
scientists