Material

Physics

ATLAS general

Higgs

• Higgs boson potential at colliders: status and perspectives
• A review of Higgs boson pair production

Performance

Egamma

Statistics

Limits / Discoveries

• Cowan, Cranmer, Gross, Vitells - Asymptotic formulae for likelihood-based tests of new physics (2013)
• Eilam Gross - LHC Statistics for Pedestrians
• ATLAS statistics forum - Frequentist Limit Recommendation
• ATLAS,CMS - Procedure for the LHC Higgs boson search combination in Summer 2011 (2011)

Others

• ABCD method in searches
• Choudalakis, Casadei - Plotting the Differences Between Data and Expectation
• Barlow - Systematic Errors: Facts and Fictions (2002)

Computing

Git

• Full manual
• Gitlab tutorial
• Other tutorial from github, other, other
• ATLAS workflow

Condor

• CERN manual
• AMICO cluster in Milano

ROOT

• Documentation
• RooFit

Python ecosystem

• Dive into python3
• Numpy
• Pandas
• Matplotlib

Machine learning

• LightGBM
• Tutorial ML Atlas Italia 2022

Write documentation

• How to docs: how this website has been built