Reconstructing Sparticle masses at the LHC using Generative Machine Learning

Rahool Kumar Barman, Arghya Choudhury, Subhadeep Sarkar

We explore a generative model framework to infer the masses of heavy particles from detector-level data over a broad parameter space. Our model combines a transformer-based detecto…