01/12/2022 | Lukas Simon | Higgs-Strahlung: A Gate to New Physics |
29/11/2022 | Jan Lukas Späh | Prospects for Constraints on tZc Couplings Using Quantum Interference at Hadron Colliders |
29/11/2022 | Michele Lupattelli | Precision predictions for ttbb at the LHC |
28/11/2022 | Colomba Brancaccio | Higgs-boson production in top-quark fragmentation |
24/11/2022 | Colomba Brancaccio | ttH production at the LHC and the top-to-Higgs fragmentation function |
03/11/2022 | Thorben Finke | Weakly supervised methods for LHC analyses |
03/11/2022 | Annika Stein | Adversarial training for b-tagging algorithms in CMS |
27/10/2022 | Svenja Diekmann | Binning high-dimensional classifier output for HEP analyses through a clustering algorithm |
27/10/2022 | Niclas Eich | Binning high-dimensional classifier output for HEP analyses through a clustering algorithm |
27/10/2022 | Niclas Eich | Improving analysis sensitivity by clustering process-classification outputs |
25/10/2022 | Spandan Mondal | Improving robustness of jet tagging algorithms with adversarial training |
25/10/2022 | Annika Stein | Improving robustness of jet tagging algorithms with adversarial training |
21/10/2022 | Dennis Noll | Fast Columnar Physics Analyses of Terabyte-Scale LHC Data on a Cache-Aware Dask Cluster |
17/10/2022 | Terry Generet | Theoretical predictions on the fragmentation of heavy flavour jets |
29/09/2022 | Magnus Schaaf | AutoEFT: Automating Effective Field Theories |
29/09/2022 | Annika Stein | Towards robust jet tagging algorithms for Run3 |
29/09/2022 | Svenja Diekmann | Extracting the Gluon Fusion Component of the Associated ZH Production |
29/09/2022 | Alena Dodonova | Extraction of the gluon-initiated component of the associated production of the Higgs boson and a vector boson with the CMS experiment |
29/09/2022 | Frederic Engelke | Studies for additional trigger feature bits employing HO for the HCAL and Muon Detectors |
29/09/2022 | Ming-Yan Lee | Search for the Higgs plus charm quark production mode in the H->WW->2l2 channel |
29/09/2022 | Spandan Mondal | Charming decay of the W boson |
29/09/2022 | Dennis Noll | Search for non-resonant Higgs Boson pair production in the decay channel bbWW at the CMS experiment |
29/09/2022 | Danilo Meuser | Measurement of the dileptonic tt differential cross section in a BSM phase space at CMS |
14/09/2022 | Thorben Finke | Boosting mono-jet searches with model agnostic deep learning |
14/09/2022 | Frederic Engelke | Searches for SUSY in CMS data using a machine learning based background estimation |
13/09/2022 | Frederic Engelke | Searches for SUSY in CMS data using a machine learning based background estimation |
13/09/2022 | Dennis Noll | Conceptual Advances in Deep Learning for Research on Universe and Matter |
12/09/2022 | Colomba Brancaccio | Top pair associated Higgs boson production and the top-to-Higgs fragmentation function |
06/09/2022 | Jonathan Hermann | CP structure of the top-quark Yukawa interaction: NLO QCD corrections and off-shell effects |
05/09/2022 | Jasmina Nasufi | Full off-shell computation of pp ->t tbar Z + X at NLO QCD Top-pair events with B-hadrons at the LHC |
05/09/2022 | Terry Generet | Top-pair events with B-hadrons at the LHC |
08/08/2022 | Dennis Noll | Neural Network Building Blocks |
21/07/2022 | Thorben Finke | Boosting DM searches at the LHC with deep learning |
08/07/2022 | Terry Generet | Top-pair events with B-hadrons at the LHC |
08/07/2022 | Michele Lupattelli | ttbb predictions at NLO in QCD and b-jet modelling |
08/07/2022 | Jonathan Hermann | ttH production in the Higgs characterisation model at NLO in QCD with full off-shell effects |
05/07/2022 | Dennis Noll | Improved Data Modeling through Machine Learning |
17/06/2022 | Jonathan Hermann | CP structure of the top-quark Yukawa interaction: NLO QCD corrections and off-shell effects |
10/06/2022 | Michele Lupattelli | Phenomelogy of ttbb at the LHC |
10/06/2022 | Jonathan Hermann | ttH production in the Higgs characterisation model at NLO in QCD with full off-shell effects |
08/06/2022 | Magnus Schaaf | AutoEFT: Automating Effective Field Theories |
18/05/2022 | Marco Niggetiedt | Exact top-quark mass effects in gluon-fusion Higgs boson production at NNLO |
16/05/2022 | Terry Generet | B-hadron production in NNLO QCD: application to LHC tt events with leptonic decays |
16/05/2022 | Jasmina Nasufi | Modeling uncertainties of ttW in multi-lepton channel |
12/05/2022 | Colomba Brancaccio | Higgs-boson production in top-quark fragmentation |
12/05/2022 | Spandan Mondal | VH(H→cc) search at CMS with full Run 2 data |
12/05/2022 | Marco Niggetiedt | Exact Top-Quark Mass Dependence in Gluon Fusion at NNLO |
29/04/2022 | Marco Niggetiedt | The complete singlet contribution to the massless quark form factor at three loops in QCD |
26/04/2022 | Annika Stein | Improving robustness of jet tagging algorithms with adversarial training |
30/03/2022 | Dennis Noll | Sensitivity Through Purity in Physics Process Multi-Classifications |
24/03/2022 | Alena Dodonova | Extraction of the gluon-initiated component of the associated production of the Higgs boson and a vector boson with the CMS experiment |
24/03/2022 | Niclas Eich | Deep-Learning driven Signal Extraction in the Associated VH-Production with the CMS Experiment |
24/03/2022 | Svenja Diekmann | Extracting the Gluon Fusion Component of the Associated ZH Production with the CMS Experiment |
24/03/2022 | Ming-Yan Lee | Search for the Higgs Boson decay to a Z boson and a photon |
23/03/2022 | Dennis Noll | Search for non-resonant di-Higgs production in the semi-leptonic bbWW decay channel at the CMS experiment |
23/03/2022 | Lorenzo Vigilante | Model Unspecific Search in CMS (MUSiC) |
22/03/2022 | Thorben Finke | Classification of Fermi-LAT blazars with Bayesian neural networks |
22/03/2022 | Danilo Meuser | Measurement of the dileptonic tt̄ differential cross section in a BSM phase space at CMS |
22/03/2022 | Magnus Schaaf | Constructing Effective Field Theories to Higher Mass Dimensions |
21/03/2022 | Frederic Engelke | Search for supersymmetry in single lepton events with the full Run 2 data |
21/03/2022 | Spandan Mondal | Charm tagger shape calibration for BDT-based signal-background discrimination |
21/03/2022 | Annika Stein | Investigation of robustness of b-Tagging algorithms for the CMS Experiment |
25/02/2022 | Jonathan Hermann | The impact of top-quark modelling on the exclusion limits in tt+DM searches at the LHC |
01/12/2021 | Terry Generet | B-hadron production at NNLO in tt events with leptonic decays at LHC |
29/11/2021 | Dennis Noll | Vectorised Neutrino Reconstruction by Computing Graphs |
24/11/2021 | Magnus Schaaf | Constructing Effective Field Theories to Higher Mass Dimensions |
23/11/2021 | Frederic Engelke | Search for supersymmetry in single lepton events with the full Run 2 dat |
21/10/2021 | Marco Niggetiedt | Exact top-quark mass dependence in hadronic Higgs production |
15/10/2021 | Frederic Engelke | New Feature bits for potential HO Triggers |
23/09/2021 | Danilo Meuser | Dileptonic tt Cross Section Measurement in a BSM Phase Space at CMS |
23/09/2021 | Spandan Mondal | Charm tagger shape calibration for BDT-based signal-background discrimination |
23/09/2021 | Dennis Noll | Search for non-resonant HH production in the semi-leptonic bbWW final state |
22/09/2021 | Colomba Brancaccio | Top-quark fragmentation into a Higgs boson with next-to-leading order accuracy |
17/09/2021 | Terry Generet | Top-Pair Events with B-hadrons at the LHC |
15/09/2021 | Jonathan Hermann | The impact of top-quark modeling on the exclusion limits in tt+DM searches at the LHC |
15/09/2021 | Michele Lupattelli | NLO QCD corrections for off-shell ttbb |
15/09/2021 | Jasmina Nasufi | NLO QCD off-shell results for ttW |
29/07/2021 | Magnus Schaaf | Systematische Konstruktion von Operatorbasen Effektiver Feldtheorien |
06/07/2021 | Thorben Finke | Autoencoders for unsupervised anomaly detection in high energy physics |
10/06/2021 | Terry Generet | Top-Pair Events with B-hadrons at the LHC |
09/06/2021 | Elias Bernreuther | Theoretical overview of Dark Showers |
28/05/2021 | Marco Niggetiedt | Exact top-quark mass dependence in hadronic Higgs production |
27/05/2021 | Terry Generet | Top-Pair Events with B-hadrons at the LHC |
27/05/2021 | Colomba Brancaccio | Top-quark fragmentation into a Higgs boson with next-to-leading order accuracy |
26/05/2021 | Jasmina Nasufi | ttW: Correlations and Asymmetries |
26/05/2021 | Michele Lupattelli | NLO QCD corrections for off-shell ttbb |
19/05/2021 | Michele Lupattelli | NLO QCD corrections for off-shell ttbb |
27/04/2021 | Jasmina Nasufi | ttW at NLO in QCD: Off-shell effects and precision observables |
17/03/2021 | Spandan Mondal | Charm jet identification and discriminator calibration with the CMS experiment |
17/03/2021 | Dennis Noll | Search for non-resonant di-Higgs production in the decay channel bbWW with one leptonically decaying W boson with the CMS experiment. |
16/03/2021 | Danilo Meuser | Measurement of the dileptonic ttbar differential cross section in a BSM phase space at CMS |
16/03/2021 | Lorenzo Vigilante | Model Unspecific Search in CMS (MUSiC) - Results |
11/12/2020 | Elias Bernreuther | Dark showers at Belle II (Invited Talk) |
15/10/2020 | Elias Bernreuther | Finding dark showers at the LHC |
24/09/2020 | Dennis Noll | Supervised and Reinforced Jet-Parton Assignment for Particle Physics Analyses |
24/09/2020 | Dennis Noll | Search for non-resonant di-Higgs production in the decay channel bblνlν at the CMS experiment |
24/09/2020 | Danilo Meuser | Tracker Alignment for Run 3: Preparation and Developments |
24/09/2020 | Danilo Meuser | Measurement of the dileptonic ttbar differential cross section in a BSM phase space at CMS |
24/09/2020 | Lorenzo Vigilante | MUSiC - a Model Unspecific Search for new physics in CMS |
24/09/2020 | Spandan Mondal | Full discriminator calibration of charm jet identification algorithms |
28/07/2020 | Lorenzo Vigilante | Model Unspecific Search in CMS (MUSiC) |
23/06/2020 | Marco Niggetiedt | Exact quark-mass dependence of the Higgs-gluon form factor at three loops in QCD |
17/06/2020 | Philipp Müllender | Numerical methods and beam functions at NNLO and beyond |
02/06/2020 | Elias Bernreuther | Casting a GraphNet to catch dark showers |
25/05/2020 | Elias Bernreuther | Casting a ParticleNet to catch dark showers |
28/04/2020 | Elias Bernreuther | Casting a ParticleNet to catch dark showers |
04/11/2019 | Dennis Noll | Reinforcement learning for sorting jets in top pair associated Higgs boson production |
01/10/2019 | Spandan Mondal | First CMS direct search for H(cc) at CMS - charm tagging and machine learning |