About me
Frank Sauerburger
Physicist and machine learning engineer
Publications
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H→ττ cross section measurements using machine learning and its interpretation as global couplings with the ATLAS detector
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Measurements of Higgs boson production cross-sections in the H→ττ decay channel in pp collisions at √s=13TeV with the ATLAS detector
JHEP 08 (2022) 175
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Operation and performance of the ATLAS semiconductor tracker in LHC Run 2
2022 JINST 17 P01013
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Measurement of the Higgs boson coupling to τ-leptons in proton-proton collisions at √s=13 TeV with the ATLAS detector at the LHC
PoS (EPS-HEP2021) 573
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Combined measurements of Higgs boson production and decay using up to 139 fb^{−1} of proton-proton collision data at √s=13TeV collected with the ATLAS experiment
ATLAS-CONF-2021-053
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Measurements of Higgs boson production cross-sections in the H→ττ decay channel in pp collisions at √s=13 TeV with the ATLAS detector
ATLAS-CONF-2021-044
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Measurement of the Higgs boson coupling to τ-leptons in proton–proton collisions at √s=13 TeV with the ATLAS detector at the LHC
PoS (ICHEP2020) 106
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Test of CP invariance in vector-boson fusion production of the Higgs boson in the H → ττ channel in proton–proton collisions at √s=13 TeV with the ATLAS detector
Phys. Lett. B 805 (2020) 135426
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Test of CP invariance in vector-boson fusion production of the Higgs boson in the H →ττ channel in proton–proton collisions at √s = 13 TeV with the ATLAS detector
ATLAS-CONF-2019-050
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Cross-section measurements of the Higgs boson decaying into a pair of τ-leptons in proton-proton collisions at √s=13 TeV with the ATLAS detector
Phys. Rev. D 99 (2019) 072001
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Cross-section measurements of the Higgs boson decaying to a pair of tau leptons in proton–proton collisions at √s = 13 TeV with the ATLAS detector
ATLAS-CONF-2018-021
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Search for H→ττ decays using multivariate techniques in proton-proton collisions with the ATLAS detector
University Freiburg
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Charakterisierung von Silizium Photomultipliern
University Freiburg
Public talks
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Escape the CI/CD debug loop
EuroSciPy 2024, Szczecin
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AI infrastructure at reasonable scale: From data analysis in Jupyter Notebooks to production applications
EuroSciPy 2024, Szczecin
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Uhepp: Sharing plots in a self-contained format
PyHEP 2022 conference
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A Movie Recommender System
Online
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Measurement of Higgs boson production cross sections in the di-τ decay channel with the ATLAS detector and the combination with other decay channels
German Physical Society, Spring Meeting 2022, Heidelberg
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Introduction to PyROOT
Physics Institute, University Freiburg
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Measurement of Higgs boson production cross sections in the di-τ decay channel with the ATLAS detector and the combination with other decay channels
14th Annual Meeting of the Helmholtz Alliance "Physics at the Terascale", DESY
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Search for the Higgs Boson at CERN using machine learning
nextgen_ai, Freiburg
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Measurements of Higgs boson production in decays to two τ leptons with the ATLAS detector
Higgs 2021, Stony Brook University & Brookhaven National Laboratory
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Uhepp: exchange format for high-energy physics plots
IRIS-HEP Topical Meetings
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Measurement of the Higgs boson coupling to tau leptons in proton-proton collisions at √s = 13 TeV with the ATLAS detector at the LHC
EPS-HEP conference 2021, University Hamburg & DESY
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Measurement of the Higgs boson coupling to τ leptons using a multi-class neural network
German Physical Society, Spring Meeting 2021, Dortmund
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Measurement of the Higgs boson coupling to tau leptons in proton-proton collisions at √s = 13 TeV with the ATLAS detector at the LHC
Internation Conference on High Energy Physics 2020, Prague
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General Introduction to Important Python Features
GRK Python Tutorial, Physikalisches Institut, Uni Freiburg
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Noise threshold optimization of SCT strips of the ATLAS detector
German Physical Society, Spring Meeting 2019, Aachen
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Search for H→ττ decays using multivariate techniques in proton-proton collisions at √s = 13 TeV with the ATLAS Detector
German Physical Society, Spring Meeting 2018, Würzburg
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Search for H→ ττ decays using multivariate techniques in proton-proton collisions at √s = 13 TeV with the ATLAS Detector
German Physical Society, Spring Meeting 2017, Münster
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Search for H→ττ decays using multivariate techniques in proton-proton collisions with the ATLAS detector
University Freiburg
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Master equation approach to Förster resonance energy transfer in modular structures
Freiburg Institute for Advanced Studies
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Properties of Silicon Photomultipliers
University Freiburg
Social coding
- Stack Overflow: sauerburger
- GitHub: sauerburger
- GitLab.com: sauerburger
- GitLab CERN: fsauerbu
- Personal GitLab: frank
Scientific outreach
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2021-10
Particle physics Masterclass
Masterclass workshop at the St. Ursula Gymnasium in Freiburg.
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ATLAS Physics Briefings video
Short video summarizing our recent analysis about the decay of a Higgs boson to a pair of tau leptons.
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2021-07
Particle physics Masterclass
Masterclass workshop at the Erasmus Gymnasium in Denzlingen.
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since 2019-10
Official CERN Guide
Since October 2019, I have the honor to be an official guide for visitors to the CERN site. I was able to show visitors the SC, Leir, AD, SM18, data center, AMS, CCC, and ATLAS experiments or sites.
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2019-10
Science Days at the Europa-Park
Presented CERN at the Science Days to interested high-school classes.
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2019-05
Particle physics Masterclass
Masterclass workshop at the Gymnasium am Hoptbühl in Villigen-Schwenningen.
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since 2019-04
How Large is the LHC
Since May 2019, I'm maintaining the website howlargeisthelhc.com. The website shows the outline of the LHC (and other future and present accelerators) on a map. Visitors can drag the map to illustrate the size of the LHC relative to any city.