7 citations · 7 across the 1 of their papers we have counts for
3 papers
CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation
Claudius Krause, Michele Faucci Giannelli, Gregor Kasieczka +66
We present the results of the "Fast Calorimeter Simulation Challenge 2022" - the CaloChallenge. We study state-of-the-art generative models on four calorimeter shower datasets of i…
Variational inference for pile-up removal at hadron colliders with diffusion models
Malte Algren, Tobias Golling, Christopher Pollard +1
In this paper, we present a novel method for pile-up removal of interactions using variational inference with diffusion models, called vipr. Instead of using classification me…
Cluster Scanning: a novel approach to resonance searches
Ivan Oleksiyuk, John Andrew Raine, Michael Krämer +2
We propose a new model-independent method for new physics searches called Cluster Scanning. It uses the k-means algorithm to perform clustering in the space of low-level event or j…