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Keywords: data analysis 


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://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/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://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-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-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