S. Jiggins
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View article: Neural quasiprobabilistic likelihood ratio estimation with negatively weighted data
Neural quasiprobabilistic likelihood ratio estimation with negatively weighted data Open
Motivated by real-world situations found in high energy particle physics, we consider a generalization of the likelihood-ratio estimation task to a quasiprobabilistic setting where probability densities can be negative, and to importance s…
View article: Quantum information meets high-energy physics: input to the update of the European strategy for particle physics
Quantum information meets high-energy physics: input to the update of the European strategy for particle physics Open
View article: Advancements in the ATLAS Fast Chain for HL-LHC: Towards Efficient MC Production
Advancements in the ATLAS Fast Chain for HL-LHC: Towards Efficient MC Production Open
The ATLAS Fast Chain represents a significant advancement in streamlining Monte Carlo (MC) production efficiency, specifically for the High Luminosity Large Hadron Collider. This project aims to simplify the MC production chain by eliminat…
View article: Neural Quasiprobabilistic Likelihood Ratio Estimation with Negatively Weighted Data
Neural Quasiprobabilistic Likelihood Ratio Estimation with Negatively Weighted Data Open
Motivated by real-world situations found in high energy particle physics, we consider a generalisation of the likelihood-ratio estimation task to a quasiprobabilistic setting where probability densities can be negative. By extension, this …
View article: Development of novel experimental techniques to improve the understanding of the Higgs sector by the ATLAS experiment
Development of novel experimental techniques to improve the understanding of the Higgs sector by the ATLAS experiment Open
With the full Run-2 (2015-2018) proton-proton collision data collected by the ATLAS detector at the Large Hadron Collider, precise measurements of Higgs boson properties in an array of production and decay modes are now possible. To maximi…
View article: WP-2.1: Critical review and incorporation of information of EC, national and international programmes in RTD component 2
WP-2.1: Critical review and incorporation of information of EC, national and international programmes in RTD component 2 Open
Chapter 1 gives a general view of the different conceptual designs of a Deep\n\t\t\t\t Geological Repository (DGR) in granite, clay and salt formations. It also provides\n\t\t\t\t information on the possibility of retrievability in the dif…
View article: Higgs boson measurements in third generation decay channels (excluding ttH) with ATLAS and CMS
Higgs boson measurements in third generation decay channels (excluding ttH) with ATLAS and CMS Open
The coupling of the Higgs ($H$) boson to third generation fermions serves as a powerful tool for precision measurements of the Standard Model, but also as a probe for Beyond the Standard Model physics. The following article will review the…