Learning the Standard Model Manifold: Bayesian Latent Diffusion for Collider Anomaly Detection

Jigar Patel, Tommaso Dorigo

We propose a physics-informed anomaly detection framework for collider data based on a Bayesian latent diffusion model. Our method combines a probabilistic encoder with diffusion d…