Machine Learning projects for Data-Driven Astronomy

Alternative Left-Right Symmetric Model

This is the python implementation of the Graph Neural Networks studied in arXiv:2409.02126 based on PyTorch and PyTorch Geometric.

This project has basic knowledge about the ROOT Framework and how to use the C++ language to work with root files.

Generic Left-Right Symmetric Model

Symbolic Loop-Healer

Deep Learning Applications in High Energy Physics

Professional Website

HEP_project is a program that was written for my Capstone project with another student Nicholas Proietti. The program was made to reconstruct Z boson, W boson, and top quark invariant mass spectra as an end goal, but also will perform other analytical tasks using ROOT framework on CMS open-source data from CERN.

Family Dependent UMSSM with Non-Universal Charges

Leptophobic Z' bosons in the secluded UMSSM