108 citations · 972 across the 62 of their papers we have counts for
63 papers
ParticleTransformer is all you need for reconstructing hadronic tau leptons
Nalong-Norman Seeba, Laurits Tani, Torben Lange +1
The large number of events expected during the TeraZ program at FCC-ee will allow for precision measurements and searches for physics beyond the Standard Model,…
Machine-learned particle flow as a foundation model for collider physics
Farouk Mokhtar, Joosep Pata, Michael Kagan +1
The workflow from particle collision to physics analysis passes through a series of reconstruction steps that are traditionally modular and disconnected, with no shared representat…
Reconstructing hadronically decaying tau leptons with a jet foundation model
Laurits Tani, Joosep Pata, Joschka Birk
The limited availability and accuracy of simulated data has motivated the use of foundation models in high energy physics, with the idea to first train a task-agnostic model on lar…
Fine-tuning machine-learned particle-flow reconstruction for new detector geometries in future colliders
Farouk Mokhtar, Joosep Pata, Dolores Garcia +4
We demonstrate transfer learning capabilities in a machine-learned algorithm trained for particle-flow reconstruction in high energy particle colliders. This paper presents a cross…
On the detection of stellar wakes in the Milky Way: a deep learning approach
Sven Põder, Joosep Pata, María Benito +2
Due to poor observational constraints on the low-mass end of the subhalo mass function, the detection of dark matter (DM) subhalos on sub-galactic scales would provide valuable inf…
Measurements of inclusive and differential cross sections for top quark production in association with a Z boson in proton-proton collisions at = 13 TeV
CMS Collaboration
Measurements are presented of inclusive and differential cross sections for Z boson associated production of top quark pairs (Z) and single top quarks (tZq or tW…
Search for dark matter produced in association with a pair of bottom quarks in proton-proton collisions at = 13 TeV
CMS Collaboration
A search for dark matter (DM) particles produced in association with bottom quarks is presented. The analysis uses proton-proton collision data at a center-of-mass energy of $\sqrt…
Measurement of the inclusive cross sections for W and Z boson production in proton-proton collisions at = 5.02 and 13 TeV
CMS Collaboration
Measurements of fiducial and total inclusive cross sections for W and Z boson production are presented in proton-proton collisions at = 5.02 and 13 TeV. Electron and muo…
Model-independent search for pair production of new bosons decaying into muons in proton-proton collisions at = 13 TeV
CMS Collaboration
The results of a model-independent search for the pair production of new bosons within a mass range of 0.21 60 GeV, are presented. This study utilizes events with a…
Measurement of the B J/K effective lifetime from proton-proton collisions at = 13 TeV
CMS Collaboration
The effective lifetime of the B meson in the decay B J/K is measured using data collected during 2016-2018 with the CMS detect…
A unified machine learning approach for reconstructing hadronically decaying tau leptons
Laurits Tani, Nalong-Norman Seeba, Hardi Vanaveski +2
Tau leptons serve as an important tool for studying the production of Higgs and electroweak bosons, both within and beyond the Standard Model of particle physics. Accurate reconstr…
Search for new physics in high-mass diphoton events from proton-proton collisions at = 13 TeV
CMS Collaboration
Results are presented from a search for new physics in high-mass diphoton events from proton-proton collisions at = 13 TeV. The data set was collected in 2016-2018 with…
The CMS statistical analysis and combination tool: COMBINE
CMS Collaboration
This paper describes the COMBINE software package used for statistical analyses by the CMS Collaboration. The package, originally designed to perform searches for a Higgs boson and…
Search for long-lived heavy neutrinos in the decays of B mesons produced in proton-proton collisions at = 13 TeV
CMS Collaboration
A search for long-lived heavy neutrinos (N) in the decays of B mesons produced in proton-proton collisions at = 13 TeV is presented. The data sample corresponds to an in…
Search for heavy neutral leptons in final states with electrons, muons, and hadronically decaying tau leptons in proton-proton collisions at = 13 TeV
CMS Collaboration
A search for heavy neutral leptons (HNLs) of Majorana or Dirac type using proton-proton collision data at = 13 TeV is presented. The data were collected by the CMS exper…
Observation of the (2S) decay and studies of the (5945) baryon in proton-proton collisions at = 13 TeV
CMS Collaboration
The first observation of the decay (2S) and measurement of the branching ratio of (2S) to J/…
Search for long-lived particles decaying in the CMS muon detectors in proton-proton collisions at = 13 TeV
CMS Collaboration
A search for long-lived particles (LLPs) decaying in the CMS muon detectors is presented. A data sample of proton-proton collisions at = 13 TeV corresponding to an integ…
Measurement of the double-differential inclusive jet cross section in proton-proton collisions at = 5.02 TeV
CMS Collaboration
The inclusive jet cross section is measured as a function of jet transverse momentum and rapidity . The measurement is performed using proton-proton collision dat…
Evidence for tWZ production in proton-proton collisions at = 13 TeV in multilepton final states
CMS Collaboration
The first evidence for the standard model production of a top quark in association with a W boson and a Z boson is reported. The measurement is performed in multilepton final state…
Search for flavor changing neutral current interactions of the top quark in final states with a photon and additional jets in proton-proton collisions at = 13 TeV
CMS Collaboration
A search for the production of a top quark in association with a photon and additional jets via flavor changing neutral current interactions is presented. The analysis uses proton-…
Search for long-lived heavy neutral leptons with lepton flavour conserving or violating decays to a jet and a charged lepton
CMS Collaboration
A search for long-lived heavy neutral leptons (HNLs) is presented, which considers the hadronic final state and coupling scenarios involving all three lepton generations in the 2-2…
Search for an exotic decay of the Higgs boson into a Z boson and a pseudoscalar particle in proton-proton collisions at = 13 TeV
CMS Collaboration
A search for an exotic decay of the Higgs boson to a Z boson and a light pseudoscalar particle (a), decaying to a pair of leptons and a pair of photons, respectively, is presented.…
Search for central exclusive production of top quark pairs in proton-proton collisions at = 13 TeV with tagged protons
CMS, TOTEM Collaborations
A search for the central exclusive production of top quark-antiquark pairs () is performed for the first time using proton-tagged events in proton-proton collisi…
Observation of WW production and search for H production in proton-proton collisions at = 13 TeV
CMS Collaboration
The observation of WW production in proton-proton collisions at a center-of-mass energy of 13 TeV with an integrated luminosity of 138 fb is presented. The observed (expe…