School on High Energy Particle & Astroparticle Physics (HEPAP-DAS 2023)

Scientific Programme

Topics to be covered in Pre-School

1. Introduction to Scientific Computing and computing
   environment.
   
   

2. Essential C++, Object-Oriented programming in C++,
   Generic Programming in C++ and the Standard Template
   Library (STL), Modern C++ (C++11 onwards).
   
   

3. Elementary Python, Python Data Structure, Functional,
   Programming with Python, Python Modules, Object
   Oriented Python.
   
   

4. Basic concepts of handling Root Files and Input/Output,
   Math Libraries, Histograms, Graphs, Tree based analysis,
   Basics of RooFit, Introduction to PyROOT/UpRoot.
   
   

5. Random Number Generator.
   
   

6. Git commands, software installation, etc.
   
   

Topics to be covered in Main School

1. A few pedagogical lectures on High energy Physics and
   Astroparticle Physics.
   
   

2. Statistical Methods for Data Analysis.
   
   

3. Introduction to Machine Learning Algorithms.
   
   

4. Hands-on Sessions on data analysis of simple problems
   in High Energy Physics and Astroparticle Physics.