Neural simulation-based inference on unbinned top-quark pair data at 13 TeV yields improved gluon PDF precision over traditional binned analyses while incorporating experimental and theoretical uncertainties.
Canonical reference
Abdul Khalek, et al., ``Science Requirements and Detector Concepts for the Electron-Ion Collider : EIC Yellow Report'', Nuclear Physics A, 1026 122447 (2022)
Canonical reference. 100% of citing Pith papers cite this work as background.
12
Pith papers citing it
Background
100% of classified citations
citation-role summary
background 5
citation-polarity summary
roles
background 5polarities
background 5representative citing papers
Neural-network parametrization yields first global unpolarized TMD extraction from DY plus SIDIS data at N³LL, producing broader PDFs with smaller uncertainties than DY-only NN fits.
A multiplicative matching scheme reweights Born-level events in PYTHIA 8 so the first parton shower emission follows the real NLO matrix element, improving agreement with HERA DIS data.
The authors define a generalised-k_t jet algorithm family for DIS in the Breit frame, extending the prior p=0 case, and test its use for struck-quark jet identification and non-perturbative effects.
AstroPix-v3 sensors reach 68% hit efficiency in test beams and distinguish electromagnetic from hadronic showers via hit multiplicity and spatial spread when combined with a Pb/SciFi calorimeter.
Numerical program implementing NLO DIS structure functions in the dipole picture with massive quarks rewritten for stable computation.
Computes spin-orbit correlation distributions for charmonium and B_c mesons by linking parity-odd EMT matrix elements to light-front dynamics.
Fully heavy pentaquark fragmentation functions PQ5Q1.0 are completed for charm and bottom flavors and used to compute NLL/NLO+ semi-inclusive production rates at future colliders.
TF-1 lead glass shows strong optical degradation after 5.6×10^14 20 MeV electrons while PbWO4 remains largely unaffected after an additional 2.1×10^15 electrons, with thermal annealing increasing transmittance.
Korean group contributes to silicon sensor testing, prototype assembly, beam tests, and simulations for the Barrel Imaging Calorimeter at the EIC.
An overview of the contact interaction model shows it describes the mass spectrum and form factors of forty mesons and their diquark partners with comparisons to lattice QCD and other approaches.
citing papers explorer
-
Proton Structure from Neural Simulation-Based Inference at the LHC
Neural simulation-based inference on unbinned top-quark pair data at 13 TeV yields improved gluon PDF precision over traditional binned analyses while incorporating experimental and theoretical uncertainties.
-
Neural-Network extraction of TMDs with SIDIS data
Neural-network parametrization yields first global unpolarized TMD extraction from DY plus SIDIS data at N³LL, producing broader PDFs with smaller uncertainties than DY-only NN fits.
-
Multiplicative matching of neutral current deep-inelastic scattering processes at next-to-leading order in PYTHIA 8
A multiplicative matching scheme reweights Born-level events in PYTHIA 8 so the first parton shower emission follows the real NLO matrix element, improving agreement with HERA DIS data.
-
A generalised-$k_t$ jet algorithm for Deep Inelastic Scattering
The authors define a generalised-k_t jet algorithm family for DIS in the Breit frame, extending the prior p=0 case, and test its use for struck-quark jet identification and non-perturbative effects.
-
Test-Beam Performance of the AstroPix Silicon Sensor for Imaging Calorimetry
AstroPix-v3 sensors reach 68% hit efficiency in test beams and distinguish electromagnetic from hadronic showers via hit multiplicity and spatial spread when combined with a Pb/SciFi calorimeter.
-
A numerical implementation of the NLO DIS structure functions in the dipole picture
Numerical program implementing NLO DIS structure functions in the dipole picture with massive quarks rewritten for stable computation.
-
Spin-orbit correlation of quarks within quarkonium
Computes spin-orbit correlation distributions for charmonium and B_c mesons by linking parity-odd EMT matrix elements to light-front dynamics.
-
Fully Heavy Pentaquarks with JETHAD: A High-Energy Viewpoint
Fully heavy pentaquark fragmentation functions PQ5Q1.0 are completed for charm and bottom flavors and used to compute NLL/NLO+ semi-inclusive production rates at future colliders.
-
Radiation Damage of TF-1 and PbWO$_4$ Crystals with 20 MeV Electrons
TF-1 lead glass shows strong optical degradation after 5.6×10^14 20 MeV electrons while PbWO4 remains largely unaffected after an additional 2.1×10^15 electrons, with thermal annealing increasing transmittance.
-
Status of Barrel Imaging Calorimeter in Korea for the Electron-Ion Collider
Korean group contributes to silicon sensor testing, prototype assembly, beam tests, and simulations for the Barrel Imaging Calorimeter at the EIC.
-
Symmetry Preserving Contact Interaction Approaches: An Overview of Meson and Diquark Form Factors
An overview of the contact interaction model shows it describes the mass spectrum and form factors of forty mesons and their diquark partners with comparisons to lattice QCD and other approaches.
- Design and Performance Studies of a Granular Thin HCAL-MuID Detector for the EIC Optimized for AI-Based Reconstruction