Lectures on common analysis techniques in flavour physics

8 nov. 2023, 14:00 → 10 nov. 2023, 17:30 Europe/Paris

Amphi M. Grünewald (CNRS Strasbourg, building 25) (IPHC)

data.root

mc.root

mer. 8 novembre

Lectures on common analysis techniques in flavour physics: ML for selection

Président de session: Lorenzo Capriotti

1 Machine learning for selection

ML_selection.pdf

ROOT_intro_and_selection.zip

jeu. 9 novembre

Lectures on common analysis techniques in flavour physics: Simple/advanced fits

Président de session: Vitalii Lisovskyi (EPFL)

2 Simple and advanced fits

fit_to_data.ipynb

lhcbStyle.C

Strasbourg_lectures_support.pdf

how to use TColor trick in C++:

 Int_t cred = TColor::GetColor("#de2d26");

and then LineColor(cred) in plotOn

Lectures on common analysis techniques in flavour physics: Toys and Bootstrapping

Président de session: Vitalii Lisovskyi (EPFL)

3 Toys and bootstraping

ven. 10 novembre

Lectures on common analysis techniques in flavour physics: Efficiency corrections & systematics

Présidents de session: Christina Agapopoulou (LPNHE), Giulio Dujany (CNRS - IPHC), Jacopo Cerasoli (Université de Strasbourg, CNRS, IPHC, UMR 7178, 67037 Strasbourg, France)

4 Efficiency corrections and systematics

Corrections & systematics.pdf

systematics_sweights.ipynb

Lectures on common analysis techniques in flavour physics: Snakemake & hep-data

Président de session: Slavomira Stefkova

5 Snakemake and HEP-data

HEPData_Snakemake_10_11_2023_Stefkova.pdf