European XFEL

The European XFEL in the Hamburg area is a new international research facility of superlatives: 27,000 X-ray flashes per second and a brilliance that is a billion times higher than that of the best conventional X-ray sources open up completely new opportunities for science. Research groups from around the world are able to map the atomic details of viruses, decipher the molecular composition of cells, take three-dimensional “photos” of the nanoworld, “film” chemical reactions, and study processes such as those occurring deep inside planets. European XFEL has a workforce of more than 350 employees and started user operation September 2017. With construction and commissioning costs of 1.25 billion euro (at 2005 price levels) and a total length of 3.4 kilometres, the European XFEL is one of the largest and most ambitious European new research facilities to date. At present, 12 countries have signed the European XFEL convention: Denmark, France, Germany, Hungary, Italy, Poland, Russia, Slovakia, Spain, Sweden, Switzerland, and the United Kingdom.

European XFEL https://pan-training.eu/content_providers/european-xfel The European XFEL in the Hamburg area is a new international research facility of superlatives: 27,000 X-ray flashes per second and a brilliance that is a billion times higher than that of the best conventional X-ray sources open up completely new opportunities for science. Research groups from around the world are able to map the atomic details of viruses, decipher the molecular composition of cells, take three-dimensional “photos” of the nanoworld, “film” chemical reactions, and study processes such as those occurring deep inside planets. European XFEL has a workforce of more than 350 employees and started user operation September 2017. With construction and commissioning costs of 1.25 billion euro (at 2005 price levels) and a total length of 3.4 kilometres, the European XFEL is one of the largest and most ambitious European new research facilities to date. At present, 12 countries have signed the European XFEL convention: Denmark, France, Germany, Hungary, Italy, Poland, Russia, Slovakia, Spain, Sweden, Switzerland, and the United Kingdom. /system/content_providers/images/000/000/019/original/logo-european-xfel-300x185.jpg?1638889760
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Jupyter notebooks on Machine Learning for scientific data analysis

Jupyter Notebooks serving as supplementary material for a tutorial on Machine Learning, originally presented at the 2022 European XFEL user meeting.

Resource type: jupyter notebook

Jupyter notebooks on Machine Learning for scientific data analysis https://pan-training.eu/materials/jupyter-notebooks-on-machine-learning-for-scientific-data-analysis Jupyter Notebooks serving as supplementary material for a tutorial on Machine Learning, originally presented at the 2022 European XFEL user meeting. research data scientist PhD students masters students
A deep dive into the mathematics of Machine Learning

Crash course on Machine Learning

Keywords: machine learning

Resource type: slides

A deep dive into the mathematics of Machine Learning https://pan-training.eu/materials/a-deep-dive-into-the-mathematics-of-machine-learning Crash course on Machine Learning machine learning research data scientist masters students PhD 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
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