activity
20162025
most citedTransferability of Deep Learning Models in Searches for New Physics at Colliders

45 citations · 93 across the 6 of their papers we have counts for

collaborators

6 papers

hep-ph2025★ 6 cited

t-channel dark matter at the LHC -- a whitepaper

Chiara Arina, Benjamin Fuks, Luca Panizzi +67

This report, summarising work achieved in the context of the LHC Dark Matter Working Group, investigates the phenomenology of -channel dark matter models, spanning minimal setup…

physics.ins-det2024

Study of the Radiation Hardness of the ATLAS Tile Calorimeter Optical Instrumentation with Run 2 data

J. Abdallah, M. N. Agaras, A. Ahmad +53

This paper presents a study of the radiation hardness of the hadronic Tile Calorimeter of the ATLAS experiment in the LHC Run 2. Both the plastic scintillators constituting the det…

physics.ins-det2023★ 5 cited

Production and optical characterisation of blended Polyethylene Terephthalate (PET)/Polyethylene Naphthalate (PEN) scintillator samples

P. Conde Muíño, J. A. Covas, A. Gomes +8

In Particle and Nuclear Physics research and related applications, organic scintillators provide a cost-effective technology for the detection of ionising radiation. The next gener…

physics.ins-det2023★ 10 cited

Laser calibration of the ATLAS Tile Calorimeter during LHC Run 2

M. N. Agaras, A. Ahmad, A. Blanco +37

This article reports the laser calibration of the hadronic Tile Calorimeter of the ATLAS experiment in the LHC Run 2 data campaign. The upgraded Laser II calibration system is desc…

hep-ph2019★ 45 cited

Transferability of Deep Learning Models in Searches for New Physics at Colliders

M. Crispim Romao, N. F. Castro, R. Pedro +1

In this work we assess the transferability of deep learning models to detect beyond the standard model signals. For this we trained Deep Neural Networks on three different signal m…

physics.ins-det2016★ 27 cited

The Laser calibration of the Atlas Tile Calorimeter during the LHC run 1

ATLAS Tile Calorimeter system

This article describes the Laser calibration system of the Atlas hadronic Tile Calorimeter that has been used during the run 1 of the LHC. First, the stability of the system associ…