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Found 6 papers, 4 papers with code
CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation
We present the results of the "Fast Calorimeter Simulation Challenge 2022" - the CaloChallenge.
Inferring the Morphology of the Galactic Center Excess with Gaussian Processes
We interpret our best-fit GP in terms of GCE templates consisting of an NFW squared template and a bulge component to determine which bulge models can best describe the fitted GP and to what extent the best-fit GP is described better by an NFW squared template versus a bulge template.
Inductive Simulation of Calorimeter Showers with Normalizing Flows
Simulating particle detector response is the single most expensive step in the Large Hadron Collider computational pipeline.
Weakly-Supervised Anomaly Detection in the Milky Way
Large-scale astrophysics datasets present an opportunity for new machine learning techniques to identify regions of interest that might otherwise be overlooked by traditional searches.
Supervised Anomaly Detection
Weakly-supervised Anomaly Detection
Digging Deeper for New Physics in the LHC Data
In this paper we describe a novel, model-independent technique of "rectangular aggregations" for mining the LHC data for hints of new physics.
High Energy Physics - Phenomenology High Energy Physics - Experiment
Dark Matter Benchmark Models for Early LHC Run-2 Searches: Report of the ATLAS/CMS Dark Matter Forum
This document is the final report of the ATLAS-CMS Dark Matter Forum, a forum organized by the ATLAS and CMS collaborations with the participation of experts on theories of Dark Matter, to select a minimal basis set of dark matter simplified models that should support the design of the early LHC Run-2 searches.
High Energy Physics - Experiment High Energy Physics - Phenomenology
