5 papers
Benchmarking Machine Learning Architectures for ttH Multilepton Signal Sensitivity
Lukáš VicenÃk, André Sopczak, Oleksandr Shekhovtsov
Statistical testing for signal discovery and signal-strength estimation in high-energy physics increasingly relies on machine-learning models trained on simulated data. We present…
Prospects for Higgs Boson Research at the LHC
Andre Sopczak
The search for Higgs bosons in the Standard Model (SM) of particle physics and Beyond the Standard Model (BSM) started intensively at the Large Electron-Positron (LEP) collider, wh…
Overview of ATLAS forward proton detectors: status, performance and new physics results
A. Sopczak
A key focus of the physics program at the LHC is the study of head-on proton-proton collisions. However, an important class of physics can be studied for cases where the protons na…
The Czech Particle Physics Project
Andre Sopczak, Peter Zacik
We present the status of the Czech Particle Physics Project (CPPP). The CPPP is a learning tool in masterclasses aimed at high school students (aged 15 to 18). The project is struc…
Overview of the latest ATLAS and ATLAS-AFP photoproduction results
Andre Sopczak
A key focus of the physics program at the LHC is the study of head-on proton-proton collisions. However, an important class of physics can be studied for cases where the protons na…