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Content provider: European XFEL 

Free-Electron Lasers: Delivering brilliant science - Breakthroughs from the last 10 years

Free-electron lasers (FELs) enable us to probe and explore the details of the world and universe around us with unprecedented precision. For the past 15 years X-ray free-electron lasers have shed light on the smallest structural details and most fleeting of reactions, generating insights that...

Keywords: FEL, Free-Electron Lasers, X-ray

Resource type: brochure

Free-Electron Lasers: Delivering brilliant science - Breakthroughs from the last 10 years https://pan-training.eu/zenodomaterials/free-electron-lasers-delivering-brilliant-science-breakthroughs-from-the-last-10-years Free-electron lasers (FELs) enable us to probe and explore the details of the world and universe around us with unprecedented precision. For the past 15 years X-ray free-electron lasers have shed light on the smallest structural details and most fleeting of reactions, generating insights that continually push at the frontier of our knowledge and light up entirely new fields of science. This builds on over 40 years of free-electron laser experience in the infrared and ultraviolet spectrum which, alongside the more recently developed X-ray sources, continue to deliver cutting edge science today and into the future. FEL, Free-Electron Lasers, X-ray
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
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
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