113 citations · 249 across the 12 of their papers we have counts for
12 papers
Accelerating Graph-based Tracking Tasks with Symbolic Regression
Nathalie Soybelman, Carlo Schiavi, Francesco A. Di Bello +1
The reconstruction of particle tracks from hits in tracking detectors is a computationally intensive task due to the large combinatorics of detector signals. Recent efforts have pr…
Fast Neural Network Inference on FPGAs for Triggering on Long-Lived Particles at Colliders
Andrea Coccaro, Francesco Armando Di Bello, Stefano Giagu +2
Experimental particle physics demands a sophisticated trigger and acquisition system capable to efficiently retain the collisions of interest for further investigation. Heterogeneo…
Configurable calorimeter simulation for AI applications
Francesco Armando Di Bello, Anton Charkin-Gorbulin, Kyle Cranmer +9
A configurable calorimeter simulation for AI (COCOA) applications is presented, based on the Geant4 toolkit and interfaced with the Pythia event generator. This open-source project…
Machine Learning and LHC Event Generation
Anja Butter, Tilman Plehn, Steffen Schumann +48
First-principle simulations are at the heart of the high-energy physics research program. They link the vast data output of multi-purpose detectors with fundamental theory predicti…
Characterisation of AMS H35 HV-CMOS monolithic active pixel sensor prototypes for HEP applications
S. Terzo, M. Benoit, E. Cavallaro +9
Monolithic active pixel sensors produced in High Voltage CMOS (HV-CMOS) technology are being considered for High Energy Physics applications due to the ease of production and the r…
Performance of CMOS pixel sensor prototypes in ams H35 and aH18 technology for the ATLAS ITk upgrade
Moritz Kiehn, Francesco Armando Di Bello, Mathieu Benoit +27
Pixel sensors based on commercial high-voltage CMOS processes are an exciting technology that is considered as an option for the outer layer of the ATLAS inner tracker upgrade at t…
Test beam measurement of ams H35 HV-CMOS capacitively coupled pixel sensor prototypes with high-resistivity substrate
M. Benoit, S. Braccini, R. Casanova +34
In the context of the studies of the ATLAS High Luminosity LHC programme, radiation tolerant pixel detectors in CMOS technologies are investigated. To evaluate the effects of subst…
Characterisation of novel prototypes of monolithic HV-CMOS pixel detectors for high energy physics experiments
Stefano Terzo, Emanuele Cavallaro, Raimon Casanova +8
An upgrade of the ATLAS experiment for the High Luminosity phase of LHC is planned for 2024 and foresees the replacement of the present Inner Detector (ID) with a new Inner Tracker…
Testbeam results of irradiated ams H18 HV-CMOS pixel sensor prototypes
M. Benoit, S. Braccini, G. Casse +26
HV-CMOS pixel sensors are a promising option for the tracker upgrade of the ATLAS experiment at the LHC, as well as for other future tracking applications in which large areas are…
Development of a modular test system for the silicon sensor R&D of the ATLAS Upgrade
H. Liu, M. Benoit, H. Chen +10
High Voltage CMOS sensors are a promising technology for tracking detectors in collider experiments. Extensive R&D studies are being carried out by the ATLAS Collaboration for a po…
Results of the 2015 testbeam of a 180 nm AMS High-Voltage CMOS sensor prototype
M. Benoit, J. Bilbao de Mendizabal, G. Casse +22
Active pixel sensors based on the High-Voltage CMOS technology are being investigated as a viable option for the future pixel tracker of the ATLAS experiment at the High-Luminosity…
The FE-I4 Telescope for particle tracking in testbeam experiments
M. Benoit, J. Bilbao De Mendizabal, F. A. Di Bello +8
A testbeam telescope, based on ATLAS IBL silicon pixel modules, has been built. It comprises six planes of planar silicon sensors with 250 x 50 um^2 pitch, read out by ATLAS FE-I4…