This project demonstrates an example of a physics analysis by reading data from a CERN ROOT file. The processed data includes properties of muons and jets. The main objective of the project is to calculate the total energy and environmental mass of the jets surrounding the muon in the dataset.
▎ Physics-constrained WGAN-GP that acts as a fast surrogate for Monte Carlo simulation of particles crossing the COMET Phase-I monitor plane. Includes ROOT-to-parquet ingestion, per-species training, multi-metric evaluation (C2ST, MMD, tail tests) and HTCondor submit files.
A simple Python package for use by Belle II analysts to make various plots out of pandas dataframes and numpy arrays.
Add dask.sizeof support to Scikit-HEP types
ROOT-based muon data analysis using Python & Jupyter – final project for PY485E @ CERN
Analysis and plotting tools for simulated 10 TeV muon-collider events using ROOT/EDM4hep, Uproot, and Awkward Array.
Rediscovering J/psi, Upsilon, and the Z boson in real CMS 2012 collision data streamed from the CERN Open Data Portal (61.5M events, sub-1% mass accuracy).
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