Semi-visible jets, energy-based models, and self-supervision

Luigi Favaro, Michael Krämer, Tanmoy Modak +2

We present DarkCLR, a novel framework for detecting semi-visible jets at the LHC. DarkCLR uses a self-supervised contrastive-learning approach to create observables that are approx…