Measurement of off-shell Higgs boson production in the $H^*\rightarrow ZZ\rightarrow 4\ell$ decay channel using a neural simulation-based inference technique in 13 TeV $pp$ collisions with the ATLAS detector
ATLAS Collaboration

TL;DR
This paper reports a measurement of off-shell Higgs boson production in the $H^* o ZZ o 4 ext{leptons}$ decay channel at 13 TeV using neural simulation-based inference, improving the significance and constraining the Higgs width.
Contribution
It introduces a neural simulation-based inference method for off-shell Higgs measurement, achieving higher significance and tighter constraints than previous analyses.
Findings
Observed off-shell Higgs signal strength: 0.87^{+0.75}_{-0.54}
Significance of off-shell production: 2.5σ (observed)
Higgs boson width: 4.3^{+2.7}_{-1.9} MeV
Abstract
A measurement of off-shell Higgs boson production in the decay channel is presented. The measurement uses 140 fb of proton-proton collisions at TeV collected by the ATLAS detector at the Large Hadron Collider and supersedes the previous result in this decay channel using the same dataset. The data analysis is performed using a neural simulation-based inference method, which builds per-event likelihood ratios using neural networks. The observed (expected) off-shell Higgs boson production signal strength in the decay channel at 68% CL is (). The evidence for off-shell Higgs boson production using the decay channel has an observed (expected) significance of (). The expected result represents a significant improvement relative to that of the previous…
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