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Physics Searches: Standard Model

These notebooks dive into the world of Standard Model searches, exploring the fundamental particles and forces that constitute the universe as described by the Standard Model of particle physics. Through these analyses, we aim to test the predictions of the Standard Model, enhancing our understanding of the universe.

Jupyter Notebooks​

Uproot​

Higgs to ZZ DEPRECATED​

This notebook uses ATLAS Open Data to show you the steps to rediscover the Higgs boson yourself! You will discover the Higgs boson decaying into a pair of Z bosons, which are in turn decaying into a lepton-antilepton pair each.
Physics: ⭐
Coding: ⭐⭐
Time: ⭐⭐⭐
Binder

Higgs to γγ analysis DEPRECATED​

This notebook uses ATLAS Open Data to show you the steps to rediscover the Higgs boson yourself! You will discover the Higgs boson decaying into two photons.
Physics: ⭐⭐
Coding: ⭐⭐
Time: ⭐⭐
Binder

Machine Learning for ttZ opposite-sign dilepton analysis DEPRECATED​

This notebook uses ATLAS Open Data to show you the steps to implement Machine Learning in the opposite-sign dilepton analysis, with a special focus on the definition of the learning rate, following the ATLAS published paper Measurement of the ttZ and ttW cross sections in proton-proton collisions at sqrt(s)= 13 TeV with the ATLAS detector".
Physics: ⭐⭐⭐
Coding: ⭐⭐⭐
Time: ⭐⭐⭐
Binder

Machine Learning for ttZ in ATLAS DEPRECATED​

This notebook uses ATLAS Open Data to show you the steps to implement Machine Learning in the opposite-sign dilepton analysis, following the ATLAS published paper Measurement of the ttZ and ttW cross sections in proton-proton collisions at sqrt(s)= 13 TeV with the ATLAS detector".
Physics: ⭐⭐⭐
Coding: ⭐⭐⭐
Time: ⭐⭐⭐
Binder

C++​

An introductional notebook to HEP analysis in C++ DEPRECATED​

This notebook helps you to find an easy set of commands that show some basic computing techniques commonly used in High Energy Physics (HEP) analyzes, in few lines of code. It also shows how to create an histogram, fill it and draw it. Moreover it is an introduction to ROOT too. The final output is a plot with the number of leptons. The library used is ROOT, a scientific data analysis software framework that provides a large set of functionalities needed to deal with big data processing, statistical analysis, visualisation and storage.
Physics: ⭐
Coding: ⭐
Time: ⭐
Binder

Searching for the Higgs boson in the H→γγ channel DEPRECATED​

This notebook uses ATLAS Open Data to show you the steps to rediscover the Higgs boson decaying in two photons.
Physics: ⭐⭐
Coding: ⭐⭐
Time: ⭐⭐
Binder

Python​

A simple introductional notebook to HEP analysis in python DEPRECATED​

In this notebook you can find an easy set of commands that show the basic computing techniques commonly used in high energy physics (HEP) analyzes. It also shows how to create a histogram, fill it and draw it. Moreover it is an introduction to ROOT too. At the end you get a plot with the number of leptons.
Physics: ⭐
Coding: ⭐
Time: ⭐
Binder