J. F. Schulte
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View article: Track reconstruction as a service for collider physics
Track reconstruction as a service for collider physics Open
Optimizing charged-particle track reconstruction algorithms is crucial for efficient event reconstruction in Large Hadron Collider (LHC) experiments due to their significant computational demands. Existing track reconstruction algorithms h…
View article: Deployment of inference as a service at the US CMS Tier-2 data centers
Deployment of inference as a service at the US CMS Tier-2 data centers Open
Coprocessors, especially GPUs, will be a vital ingredient of data production workflows at the HL-LHC. At CMS, the GPU-as-a-service approach for production workflows is implemented by the SONIC project (Services for Optimized Network Infere…
View article: Searches for New Physics in final states with leptons or photons with CMS
Searches for New Physics in final states with leptons or photons with CMS Open
Searches for new physics with leptons and photons in the final state have a long tradition at collide experiments, as they offer clean final states that allow to efficiently select signals of potential new physics while controlling backgro…
View article: Identification of patterns in cosmic-ray arrival directions using dynamic graph convolutional neural networks
Identification of patterns in cosmic-ray arrival directions using dynamic graph convolutional neural networks Open
We present a new approach for the identification of ultra-high energy cosmic\nrays from sources using dynamic graph convolutional neural networks. These\nnetworks are designed to handle sparsely arranged objects and to exploit their\nshort…
View article: Tracking, alignment and b-tagging performance and prospects in CMS
Tracking, alignment and b-tagging performance and prospects in CMS Open
Charged particle tracks and track-based higher level observables are a key ingredient of the event reconstruction for the CMS experiment. In 2017, the CMS pixel detector was upgraded, promising significantly improved performance, but also …
View article: Studies of SiPM properties using an integrating sphere
Studies of SiPM properties using an integrating sphere Open
The Silicon Photomultiplier (SiPM) is a relatively new device for photon detection at very low\nphoton rates. They have certain advantages compared to the traditional photomultiplier tubes\n(PMT). As they are based on semiconductor technol…
View article: SUSY searches in events with two opposite-sign same-flavor leptons, jets and MET with the CMS detector
SUSY searches in events with two opposite-sign same-flavor leptons, jets and MET with the CMS detector Open
Searches for Supersymmetry (SUSY) in events with two opposite-sign same-flavour leptons offer sensitivity to the production of sleptons or Z bosons in the cascade decays of initially produced heavy SUSY particles. In the considered models,…
View article: SUSY searches in lepton and photon final states at the LHC
SUSY searches in lepton and photon final states at the LHC Open
[CMS] SUSY searches in lepton and photon final states at the LHC(includes OS2l, 3l/4l, 1photon, 2photon, taus+jets)talk given by [CMS] !!!!!!!
View article: Search for Beyond the Standard Model Physics in final states with multiple leptons
Search for Beyond the Standard Model Physics in final states with multiple leptons Open
Multilepton final states provide for a variety of opportunities to search for beyond the standard model physics with low backgrounds. We summarize searches with 2,3,4, and more leptons, with and without MET, b-tags, or large amount of hadr…
View article: Search for supersymmetry in opposite sign same flavour dilepton events with the CMS detector
Search for supersymmetry in opposite sign same flavour dilepton events with the CMS detector Open
In this thesis, a search for Supersymmetry in events with two opposite-sign same-flavour leptons, jets and missing transverse energy is presented. The considered dataset of proton-proton collisions at a centre-of-mass energy of 8$\\,\\math…