Full-field Tomography at PSI
This workflow has some details on the instrument the data is produced from (TOMCAT beamline) and the infrastructure PSI has concerning their data.
If you are more interested in the science and want to reproduce the data and not bother with the surrounding details/context, please refer to the...
Keywords: synchrotron, imaging, Jupyter notebooks, Python, Pulmonary arterial hypertension
Resource type: workflow
Full-field Tomography at PSI
https://pan-training.eu/workflows/backup-fork-of-full-field-tomography-at-psi-wip#workflow
https://pan-training.eu/materials/full-field-tomography-at-psi
This workflow has some details on the instrument the data is produced from (TOMCAT beamline) and the infrastructure PSI has concerning their data.
If you are more interested in the science and want to reproduce the data and not bother with the surrounding details/context, please refer to the Pulmonary arterial hypertension research workflow.
Full-field Tomography at PSI
Tomography datasets often present large volumes (100 GBs - few TBs) difficult to compress and transfer. The tomographic reconstruction is highly demanding on compute (GPU) and storage resources for the intermediate and/or final result. In addition, the optional image segmentation step may be demanding on computer memory.
The offline analysis (after experiment) could be performed remotely by users at home making it attractive for deployment as a cloud-like use case. Finally, this technique is applied at many facilities and in different scientific domains - therefore a portable result is more useful.
This entire process is illustrated with a typical experiment.
synchrotron, imaging, Jupyter notebooks, Python, Pulmonary arterial hypertension
research data scientist
life scientists
iFit: a simple library to analyze data
The iFit library (pronounce [eye-fit]) is a set of methods to load, analyze, plot, fit and optimize scientific data sets and models, and export results. iFit is based on Matlab, but can also be launched without Matlab license (stand-alone version).Matlab The library focuses on doing the math...
Keywords: McStas, DFT, phonons, matlab
Resource type: Git, tool
iFit: a simple library to analyze data
https://gitlab.com/soleil-data-treatment/soleil-software-projects/ifit
https://pan-training.eu/materials/ifit-a-simple-library-to-analyze-data
The iFit library (pronounce [eye-fit]) is a set of methods to load, analyze, plot, fit and optimize scientific data sets and models, and export results. iFit is based on Matlab, but can also be launched without Matlab license (stand-alone version).Matlab The library focuses on doing the math right. Any text file can be imported straight away, and a large set of binary files are supported. Any data dimensionality can be handled, including event based data sets (even though not all methods do work for these). Any model can be assembled for fitting data sets.
McStas, DFT, phonons, matlab
ExPaNDS D5.4 : PaN Training Catalogue Demo Video
Demo video demonstrating the concept and the features of the PaN Training Catalogue as part of ExPaNDS Deliverable 5.4
Keywords: catalogue, expands, deliverable, wp5-ExPaNDS
Resource type: video
ExPaNDS D5.4 : PaN Training Catalogue Demo Video
https://pan-training.eu/about#video
https://pan-training.eu/materials/pan-training-catalogue-demo-video-expands-d5-4
Demo video demonstrating the concept and the features of the PaN Training Catalogue as part of ExPaNDS Deliverable 5.4
catalogue, expands, deliverable, wp5-ExPaNDS