Reconstruction of decays to merged photons using end-to-end deep learning with domain continuation in the CMS detector

CMS Collaboration

A novel technique based on machine learning is introduced to reconstruct the decays of highly Lorentz-boosted particles. Using an end-to-end deep learning strategy, the technique b…