Multidimensional Regression on LHC collision jets

Model the behavior of particle jets from LHC collisions using advanced Quantum Algorithms to bridge theoretical predictions with observed data.

Hosted by

CERN

Multidimensional Regression on LHC collision jets

If this is your first competition on Aqora, we highly recommend you follow the H2 Groundstate Energy Tutorial to get familar with the platform and the CLI.

Downloading the template

To download the template for this use case, you can run the following command in the terminal

aqora template cern-2025-challenge-2

This will download the template into a folder called cern-2025-challenge-2.

You can then open the folder in Visual Studio Code by running the following command in the terminal

aqora lab -p cern-2025-challenge-2

This should open the folder in Visual Studio Code. If you receive a prompt, you can click on "Yes, I trust the authors".

Getting Started

You can find a template notebook in submission/solution.ipynb. Fill in your solution. You can run the notebook locally to test your solution by running the following in the terminal

aqora test

And when you are ready to submit run

aqora upload