Training materials on scientific Python programming and silx libraries.
This repository contains some training materials on scientific Python programming and silx libraries.
General topics:
* Introduction to Python and numpy
* Software engineering tools and tips for Python
silx trainings:
* Features of the silx toolkit
* Introduction to Fable Input/Output...
Keywords: Python, Silx, data analysis, data reduction, data visualisation
Training materials on scientific Python programming and silx libraries.
https://github.com/silx-kit/silx-training
https://pan-training.eu/materials/training-materials-on-scientific-python-programming-and-silx-libraries
This repository contains some training materials on scientific Python programming and silx libraries.
General topics:
* Introduction to Python and numpy
* Software engineering tools and tips for Python
silx trainings:
* Features of the silx toolkit
* Introduction to Fable Input/Output (aka. fabio) library"
Python, Silx, data analysis, data reduction, data visualisation
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
Offline data analysis tutorial
Tutorial on European XFEL offline data analysis as per example of MID instrument data
Scientific topics: small angle x-ray scattering
Keywords: Extra-data, Extra-geom, pyFAI, data analysis
Resource type: jupyter notebook
Offline data analysis tutorial
https://indico.desy.de/event/33127/contributions/117081/
https://pan-training.eu/materials/offline-analysis-tutorial
Tutorial on European XFEL offline data analysis as per example of MID instrument data
small angle x-ray scattering
Extra-data, Extra-geom, pyFAI, data analysis
PaN users
beamline users
research data scientist
SasView: Analysis of SAS Data
This course will demonstrate how to approach small-angle scattering (SAS) data analysis.
In Section 1 you will familiarise yourself with:
- The format of reduced data
- How to use standard plots to extract information from experimental data
- How to calculate scattering length densities...
Keywords: small-angle scattering, reduced data, scattering length densities, SasView, polydispersity, SAS, data analysis, SLD, interparticle interaction
Resource type: Moodle course, e-learning
SasView: Analysis of SAS Data
https://pan-learning.org/moodle/course/view.php?id=78
https://pan-training.eu/materials/sasview-analysis-of-sas-data
This course will demonstrate how to approach small-angle scattering (SAS) data analysis.
In Section 1 you will familiarise yourself with:
- The format of reduced data
- How to use standard plots to extract information from experimental data
- How to calculate scattering length densities (SLD).
In Section 2 you will familiarise yourself with the basic use of SasView.
In Section 3, you will analyse SAS test data with SasView software and see the effects of:
- Polydispersity
- Resolution
- Interparticle interaction.
Section 4 and 5 are optional and will lead you through simultaneous fitting and P(r) analysis.
Software for this session: SasView 5.0.4.
General introduction to SasView from Linxs webinar: Video - Small Angle Scattering Data Analysis with SasView.
Agenda:
9:00 – 9:10 Introduction to Lab Session
9:10 – 9:20 Introduction to Section 1
9:20 – 11:30 Work on Sections 1, 2 and 3 - break-out rooms
11:30 – 13:30 Lunch break/catch up
13:30 – 15:30: Sections 4 and 5/Own data/AtSAS/Other problems - break-out rooms if needed
15:30 – Wrap-up
small-angle scattering, reduced data, scattering length densities, SasView, polydispersity, SAS, data analysis, SLD, interparticle interaction
Introduction to Muon Spin Spectroscopy
Welcome to the course on muon spin spectroscopy. This course is made up of ten modules: ‘Cosmic Ray Muons’, ‘Different Types of μSR’, ‘Analysis Methods of μSR’, 'Studying Diffusion with Muon Spin Relaxation', ‘Muon Data Analysis using Mantid Workbench’, ‘Muon Data Analysis Using MantidPlot’,...
Keywords: muon spin spectroscopy, cosmic ray muons, muon spin relaxation, muon data analysis, data analysis
Resource type: Moodle course, e-learning
Introduction to Muon Spin Spectroscopy
https://pan-learning.org/moodle/course/view.php?id=21
https://pan-training.eu/materials/introduction-to-muon-spin-spectroscopy
Welcome to the course on muon spin spectroscopy. This course is made up of ten modules: ‘Cosmic Ray Muons’, ‘Different Types of μSR’, ‘Analysis Methods of μSR’, 'Studying Diffusion with Muon Spin Relaxation', ‘Muon Data Analysis using Mantid Workbench’, ‘Muon Data Analysis Using MantidPlot’, ‘Muesr’, ‘Using Maximum Entropy Analysis in Mantid’, ‘Analysing ALC Data in Mantid’ and ‘Muon Data Analysis Using WiMDA’.
Within the Cosmic Ray Muons module you will learn the fundamentals of muons and their applications within a simple experiment. The Different Types of μSR module covers the principles and applications of the six variations of μSR, and Analysis Methods of μSR goes through the various ways the data from these experiments can be analysed. Within the Muon Data Analysis modules, you will learn basic data analysis of real experimental data using either the MantidPlot or WiMDA software.
muon spin spectroscopy, cosmic ray muons, muon spin relaxation, muon data analysis, data analysis