ATLAS Higgs & Modelling

Precision Higgs measurements and Monte Carlo modelling with ATLAS

As a member of the ATLAS collaboration at DESY, I work on associated Higgs production ((VH), (t\bar{t}H)) and on improving Monte Carlo modelling of electroweak processes.

Selected contributions:

  • Measurements of (WH) and (ZH) production with (H \to b\bar{b}), including constraints on the charm Yukawa coupling (arXiv:2410.19611).
  • Monte Carlo modelling of loop-induced (ZH) production (ATL-PHYS-PUB-2022-055).
  • Modelling and computational improvements for single vector-boson plus jets simulation (JHEP 08 (2022) 089).
  • ICHEP 2022 proceedings on novel experimental techniques for the Higgs sector (PoS ICHEP2022 526).

These analyses combine classical statistical methods with machine-learning classifiers, uncertainty-aware training, and high-dimensional reweighting of Monte Carlo predictions.