Add to ORKGInternational audienceThe identification of jets containing a $b$-hadron, referred to as $b$-tagging, plays an important role for various physics measurements and searches carried out by the ATLAS experiment at the CERN Large Hadron Collider (LHC). The most recent $b$-tagging algorithm developments based on graph neural network architectures are presented. Preliminary performance on Run 3 data in $pp$ collisions at $\sqrt s = 13.6$ TeV is shown and expected performance at the High-Luminosity LHC (HL-LHC) discussed
The most powerful method of b-jet tagging in ATLAS experiment is based on the relatively long lifeti...
A novel higher-level flavour tagging algorithm called DL1 has been developed using a neural network ...
Flavor tagging, the identification of jets originating from b and c quarks, is a critical component ...
International audienceThe identification of jets containing a $b$-hadron, referred to as $b$-tagging...
The identification of b-quark initiated jets (b-tagging) is a fundamental tool for the physics of AT...
The identification of jets containing $b$-hadrons ($b$-tagging) is a fundamental ingredient in the p...
The flavour-tagging algorithms developed by the ATLAS Collaboration and used to analyse its dataset ...
In this thesis, a new family of high-level jet flavour tagging algorithms called DL1 is presented. I...
The flavour-tagging algorithms developed by the ATLAS Collaboration and used to analyse its dataset ...
The most powerful method of b-jet tagging in ATLAS experiment is based on the relatively long lifeti...
A novel higher-level flavour tagging algorithm called DL1 has been developed using a neural network ...
Flavor tagging, the identification of jets originating from b and c quarks, is a critical component ...
International audienceThe identification of jets containing a $b$-hadron, referred to as $b$-tagging...
The identification of b-quark initiated jets (b-tagging) is a fundamental tool for the physics of AT...
The identification of jets containing $b$-hadrons ($b$-tagging) is a fundamental ingredient in the p...
The flavour-tagging algorithms developed by the ATLAS Collaboration and used to analyse its dataset ...
In this thesis, a new family of high-level jet flavour tagging algorithms called DL1 is presented. I...
The flavour-tagging algorithms developed by the ATLAS Collaboration and used to analyse its dataset ...
The most powerful method of b-jet tagging in ATLAS experiment is based on the relatively long lifeti...
A novel higher-level flavour tagging algorithm called DL1 has been developed using a neural network ...
Flavor tagging, the identification of jets originating from b and c quarks, is a critical component ...