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James Mulligan's Projects

bayesian-inference icon bayesian-inference

Analysis pipeline to implement Bayesian inference in high-energy physics – using PCA, Gaussian Processes, and MCMC

heppy icon heppy

HEP in PYthon - a utility package (featuring some of the FastJet contrib. code; uses native FJ and PYTHIA8)

jetscape icon jetscape

JETSCAPE, a modular, task-based framework for simulating all aspects of heavy-ion collisions.

jfn icon jfn

Analysis code for ML jet classifiers at the LHC https://arxiv.org/abs/2305.08979

ml-eic-flavor icon ml-eic-flavor

Analysis code for ML jet flavor classification at the Electron-Ion Collider https://arxiv.org/abs/2210.06450

ml-playground icon ml-playground

Playground for ML models and applications: LLMs, GNNs, RL, and more

stat icon stat

The Statistical Analysis routines of the JETSCAPE collaboration

subjet-gnn icon subjet-gnn

Graph neural networks for jet classification in high-energy physics

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