Exotics LUP Subgroup Meeting
"📊 CalRatio+top"
Contribution (restricted access) | April 2025
Talks, Theses and more
Particle Physics
DPG-Frühjahrstagung 2025 (Göttingen)
"Development of the Production Database of the High-Granularity Timing Detector for the ATLAS Phase-II Upgrade"
Contribution | March 2025
ETAP Seminar (Mainz)
"Novel Jet Flavour Tagging Algorithms exploiting Adversarial Deep Learning Techniques"
Contribution | April 2024
PostDoc (JGU), internal
ATLAS Experiment (CERN)
Module Assembly and Loading
"💻 Developments of Hybrid / Sensor matching algorithms with the Production Database, using information on IV curves and VBD measurements"
Contribution (restricted access) | April 2025
HGTD Production DataBase
"💻 Developments of Hybrid / Sensor matching algorithms with the Production Database, using information on IV curves and VBD measurements"
Contribution (restricted access) | April 2025
HGTD (mini) week (Monday-Thursday) during ATLAS upgrade week
"💻 Database status"
Contribution (restricted access) | March 2025
HGTD (long) week (Monday-Friday), Plenary session Modules and Detector Units
"💻 QT report: HGTD production DB development"
Contribution (restricted access) | February 2025
HGTD Production DataBase
"💻 HGTD Production database"
Contribution (restricted access) | January 2025
Module Assembly and Loading
"🛠️ Flex Tail Lengths for (Pre-)Production with ALTIROC-A"
Contribution (restricted access) | December 2024
HGTD Mini Week
"💻 Module / slot labeling schemes (for the HGTD production database)"
Contribution (restricted access) | November 2024
Module Assembly and Loading
"💻 Module / slot labeling schemes for the DB"
Contribution (restricted access) | November 2024
HGTD Demonstrator
"🛠️ Flex Tails at the Demonstrator: Recap of length measurements + proposal for order"
Contribution (restricted access) | October 2024
Module Assembly and Loading
"🛠️ Flex Tails at the Demonstrator: Lengths / stacking and further tests"
Contribution (restricted access) | September 2024
HGTD Production DataBase
"💻 Lookup table for positions / different labeling schemes"
Contribution (restricted access) | September 2024
HGTD Production DataBase
"💻 HGTD production database - current attributes"
Contribution (restricted access) | August 2024
HGTD Demonstrator special for flex tails
"🛠️ Demonstrator Checks for Flex Tail Length Calculation"
Contribution (restricted access) | July 2024
HGTD Week in Beijing, China, Plenary session Modules and Detector Units
"💻 Updates on HGTD production database"
Contribution (restricted access) | July 2024
HGTD (mini) week (Monday-Thursday) during ATLAS upgrade week
"🛠️ Flex Tail Status"
Contribution (restricted access) | April 2024
Module Assembly and Loading
"🛠️ Flex Tail Studies and New Changes"
Contribution (restricted access) | March 2024
PhD thesis
"Novel jet flavour tagging algorithms exploiting adversarial deep learning techniques with efficient computing methods and preparation of open data for robustness studies"
RWTH Publications | September 2024
RTG Review (Aachen)
"Robust Jet Tagging Algorithms and AI Safety with CMS Open Data"
Internal. Only student selected to represent HEP-experiment with a talk. | July 2023
DPG-Frühjahrstagung 2023 (Dresden)
"Development of novel machine learning algorithms for robust jet flavour classification for Run3 at CMS"
Contribution | March 2023
DPG-Frühjahrstagung 2023 (Dresden)
"Direct search for Higgs boson decay to a pair of charm quarks in the vector boson associated production mode at CMS"
Contribution | March 2023
ML4Jets Workshop 2022 (Rutgers University, US / online)
"Adversarial training for b-tagging algorithms in CMS" (On behalf of the CMS Collaboration)
Contribution | November 2022
ACAT 2022 (Bari, Italy / online)
"Improving robustness of jet tagging algorithms with adversarial training"
Contribution | October 2022
FSP CMS Workshop 2022 (RWTH Aachen)
"Towards robust jet tagging algorithms for Run3"
Contribution (restricted access) | September 2022
Annual Retreat of the GRK 2497 (Research Training Group) 2022 (Wiehl)
"Robust jet tagging algorithms (and an outlook to future plans)"
Contribution (restricted access) | September 2022
10 Jahre Higgs (RWTH Aachen)
10 Jahre Higgs. Das CERN, die RWTH und der Ursprung der Masse 🌌
Video (YouTube) | July 2022
CDCS Opening Symposium 2022 (DESY, Hamburg)
Poster: "Improving robustness of jet tagging algorithms with adversarial training"
Presented at Center for Data and Computing in Natural Sciences
Won Best Poster Award: First Place
Contribution (DESY Indico) | April 2022
DPG-Frühjahrstagung 2022 (Heidelberg / online)
"Investigation of robustness of b-Tagging algorithms for the CMS Experiment"
Contribution (Tagungsserver) | CINCO (restricted access) | March 2022
Master's thesis
"Investigation of robustness of b-Tagging algorithms for the CMS Experiment"
CERN Document Server | October 2021
FSP CMS Workshop 2021 (online)
"Investigation of robustness of deep learned b-tagging algorithms"
Contribution (restricted access) | September 2021
DPG-Frühjahrstagung 2021 (Dortmund / online)
"AI-safety for jet flavour tagging at the CMS experiment"
Contribution (Tagungsserver) | March 2021
Master and PhD projects, internal
ErUM-AISafety (BMBF)
AISafety Kickoff Meeting (JGU Mainz)
"Preliminary Work in Aachen: CMS Flavor Tagging (15+5)"
Contribution | April 2023
CMS Experiment (CERN)
CMS Data Analysis School @ CERN 2023
"Short exercise 3B: Flavour tagging"
Contribution (restricted access) | Contains also additional material, my code | June 2023
Cross-POG Meeting
"L2 POG roundtable, BTV: Update on ParT for AK4 jets"
Contribution (restricted access) | May 2023
BTV
"Training Framework Restructuring [BTV Software & HLT]"
Acting as host of the meeting (restricted access) | April 2023
Acting as host of the meeting (restricted access) | March 2023
RWTH Aachen
"Kickoff-Meeting: Training Framework Restructuring [BTV Software & HLT]"
Acting as host of the meeting (restricted access) | January 2023
Reconstruction and Analysis Tools
"General status and feedback from DPGs / POGs"
Contribution as BTV Reco Contact (restricted access) | January 2023
PPD General Meeting
"DP note approval: Adversarial training for b-tagging algorithms in CMS"
Contribution PPD General Meeting (restricted access) | October 2022
Special CMS-POG BTAG-WG meeting
"Introduction to pfNano (VIRTUAL)"
Contribution BTV-POG BTAG-WG Meeting (restricted access) | May 2023
CMS-POG BTAG-WG meeting
"Adversarial training for ParticleTransformer AK4"
UPDATE: Contribution BTV-POG BTAG-WG Meeting (restricted access) | February 2023
UPDATE: Contribution BTV-POG BTAG-WG Meeting (restricted access) | January 2023
Contribution BTV-POG BTAG-WG Meeting (restricted access) | December 2022
CMS-POG BTAG-WG meeting
"BTV@HLT Session: Training Framework Restructuring"
Contribution BTV-POG BTAG-WG Meeting (restricted access) | November 2022
BTV meeting
"Summary Talk: ML4Jets Workshop"
Contribution BTV meeting (restricted access) | November 2022
CMS-POG BTAG-WG (VIRTUAL) meeting
"DP note: adversarial training for b-tagging algorithms in CMS"
Contribution BTV-POG BTAG-WG Meeting (restricted access) | September 2022
BTV meeting (x2)
"Adversarial training for DeepJet"
UPDATE: Contribution BTV meeting (restricted access) | September 2022
Contribution BTV meeting (restricted access) | May 2022
Code (for DeepJet)
BTV meeting (CMS Week)
"AI safety for jet flavor tagging"
Contribution BTV meeting during CMS Week (restricted access) | April 2022
Code (for a FCNN / paper)
CMS-POG BTAG-WG meeting
"TopMuEG skim code for MuEG trigger paths"
Contribution BTV-POG BTAG-WG Meeting (restricted access) | March 2022
Pull Request
CMS-POG BTAG-WG meeting (x2)
"Adding DeepJet input variables to PFNano"
UPDATE: Contribution BTV-POG BTAG-WG Meeting (restricted access) | January 2022
Contribution BTV-POG BTAG-WG Meeting (restricted access) | November 2021
Pull Request