Reweighting QCD matrix-element and parton-shower calculations
arXiv:1606.08753 · doi:10.1140/epjc/s10052-016-4430-0
Abstract
We present the implementation and validation of the techniques used to efficiently evaluate parametric and perturbative theoretical uncertainties in matrix-element plus parton-shower simulations within the Sherpa event-generator framework. By tracing the full and PDF dependences, including the parton-shower component, as well as the fixed-order scale uncertainties, we compute variational event weights on-the-fly, thereby greatly reducing the computational costs to obtain theoretical-uncertainty estimates.
44 pages, 9 figures; new version according to published article
References in corpus (23)
- Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC
- PYTHIA 6.4 Physics and Manual
- The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations
- An Introduction to PYTHIA 8.2
- Event generation with SHERPA 1.1
- Herwig++ Physics and Manual
- LHAPDF6: parton density access in the LHC precision era
- A parton shower algorithm based on Catani-Seymour dipole factorisation
- NLO vector-boson production matched with shower in POWHEG
- An Automated Implementation of On-Shell Methods for One-Loop Amplitudes
- GoSam-2.0: a tool for automated one-loop calculations within the Standard Model and beyond
- Precise Predictions for W + 4 Jet Production at the Large Hadron Collider
- Automating dipole subtraction for QCD NLO calculations
- NLO QCD matrix elements + parton showers in e+e- -> hadrons
- Drell-Yan lepton pair production at NNLO QCD with parton showers
- Higgs-boson production through gluon fusion at NNLO QCD with parton showers
- NNLOPS accurate Drell-Yan production
- aMCfast: automation of fast NLO computations for PDF fits
- Beyond Standard Model calculations with Sherpa
- Differential cross section measurements for the production of a W boson in association with jets in proton-proton collisions at sqrt(s) = 7 TeV
- Measurement of differential cross sections for the production of a pair of isolated photons in pp collisions at sqrt(s) = 7 TeV
- Measuring collinear W emissions inside jets
- Helicity-Dependent Showers and Matching with VINCIA
Cited by in corpus (73)
- Event Generation with Sherpa 2.2
- Measurements of Higgs boson properties in the diphoton decay channel with 36 fb of collision data at TeV with the ATLAS detector
- Systematics of quark/gluon tagging
- Search for charged Higgs bosons decaying into a top quark and a bottom quark at =13 TeV with the ATLAS detector
- Neural Networks for Full Phase-space Reweighting and Parameter Tuning
- Search for a scalar partner of the top quark in the all-hadronic plus missing transverse momentum final state at TeV with the ATLAS detector
- Search for direct stau production in events with two hadronic -leptons in TeV collisions with the ATLAS detector
- On the maximal use of Monte Carlo samples: re-weighting events at NLO accuracy
- Challenges in Monte Carlo event generator software for High-Luminosity LHC
- Accelerating Monte Carlo event generation -- rejection sampling using neural network event-weight estimates
- Event Generators for High-Energy Physics Experiments
- An automated subtraction of NLO EW infrared divergences
- A Neural Resampler for Monte Carlo Reweighting with Preserved Uncertainties
- Automation of NLO QCD and EW corrections with Sherpa and Recola
- Search for invisible Higgs boson decays in vector boson fusion at TeV with the ATLAS detector
- A practical guide to event generation for prompt photon production
- Jet Angularities in Z+jet production at the LHC
- Phenomenology of jet angularities at the LHC
- Improving the Simulation of Quark and Gluon Jets with Herwig 7
- Presenting Unbinned Differential Cross Section Results
- Search for new phenomena in final states with -jets and missing transverse momentum in TeV collisions with the ATLAS detector
- Search for doubly charged Higgs boson production in multi-lepton final states using 139 fb of proton-proton collisions at = 13 TeV with the ATLAS detector
- Reweighting a parton shower using a neural network: the final-state case
- Search for direct pair production of sleptons and charginos decaying to two leptons and neutralinos with mass splittings near the -boson mass in TeV collisions with the ATLAS detector
- Search for dark matter in association with an energetic photon in pp collisions at = 13 TeV with the ATLAS detector
- Measurements of differential cross-sections in four-lepton events in 13 TeV proton-proton collisions with the ATLAS detector
- Measurements of Higgs boson production cross-sections in the decay channel in collisions at with the ATLAS detector
- Simulating -associated production of and Higgs bosons with SHERPA
- Search for type-III seesaw heavy leptons in dilepton final states in collisions at = 13 TeV with the ATLAS detector
- Measurements of the production cross-section for a boson in association with -jets in proton-proton collisions at TeV with the ATLAS detector
- Soft-drop grooming for hadronic event shapes
- Modelling and computational improvements to the simulation of single vector-boson plus jet processes for the ATLAS experiment
- Next-to-leading order electroweak corrections to off-shell WWW production at the LHC
- Multi-jet merging in a variable flavor number scheme
- Unweighting multijet event generation using factorisation-aware neural networks
- Accelerating LHC phenomenology with analytic one-loop amplitudes: A C++ interface to MCFM
- Fixed-order and merged parton-shower predictions for WW and WWj production at the LHC including NLO QCD and EW corrections
- Measurement of the production cross section of pairs of isolated photons in collisions at 13 TeV with the ATLAS detector
- Higher-order EW corrections in ZZ and ZZj production at the LHC
- High dimensional parameter tuning for event generators
- Full NLO corrections to 3-jet production and R32 at the LHC
- Single top-quark production with SHERPA
- Search for third-generation vector-like leptons in collisions at with the ATLAS detector
- Search for flavour-changing neutral-current interactions of a top quark and a gluon in collisions at TeV with the ATLAS detector
- Matching N3LO QCD calculations to parton showers
- Reweighting Monte Carlo Predictions and Automated Fragmentation Variations in Pythia 8
- Production of tau tau jj final states at the LHC and the TauSpinner algorithm: the spin-2 case
- Search for new phenomena in three- or four-lepton events in collisions at TeV with the ATLAS detector
- NLO QCD predictions for + jets production with Sherpa
- Search for a new scalar resonance in flavour-changing neutral-current top-quark decays (), with , in proton-proton collisions at TeV with the ATLAS detector
- Search for trilepton resonances from chargino and neutralino pair production in = 13 TeV collisions with the ATLAS detector
- Search for dark matter produced in association with a dark Higgs boson decaying into in the one-lepton final state at =13 TeV using 139 fb of collisions recorded with the ATLAS detector
- Search for excited -leptons and leptoquarks in the final state with -leptons and jets in pp collisions at TeV with the ATLAS detector
- Search for heavy neutral leptons in decays of W bosons using leptonic and semi-leptonic displaced vertices in TeV collisions with the ATLAS detector
- Search for Higgs boson pair production in association with a vector boson in collisions at 13 TeV with the ATLAS detector
- Scale and Scheme Variations in Unitarized NLO Merging
- Final-state QED Multipole Radiation in Antenna Parton Showers
- Differential cross-section measurements of Higgs boson production in the decay channel in collisions at TeV with the ATLAS detector
- KrkNLO matching for colour-singlet processes
- Resampling Algorithms for High Energy Physics Simulations
- Measurement of the production of a boson in association with a charmed hadron in collisions at with the ATLAS detector
- Post-hoc reweighting of hadron production in the Lund string model
- Higgs production via vector-boson fusion at the LHC
- Search for cascade decays of charged sleptons and sneutrinos in final states with three leptons and missing transverse momentum in collisions at TeV with the ATLAS detector
- Search for exotic decays of the Higgs boson into and missing transverse momentum in collisions at TeV with the ATLAS detector
- Search for the production of a Higgs boson in association with a single top quark in collisions at TeV with the ATLAS detector
- A search for top-squark pair production, in final states containing a top quark, a charm quark and missing transverse momentum, using the 139 fb of collision data collected by the ATLAS detector
- Search for decays of the Higgs boson into scalar particles decaying into four or six -quarks using collisions at with the ATLAS detector
- A search for dark matter produced in association with a dark Higgs boson decaying into a Higgs boson pair in 3 or 4 final states using collisions at TeV with the ATLAS detector
- Cross-section measurements for the production of a -boson in association with high-transverse-momentum jets in collisions at = 13 TeV with the ATLAS detector
- Event generation at MEPS@NLO accuracy in neutral and charged current DIS at the EIC
- HYTREES: Combining Matrix Elements and Parton Shower for Hypothesis Testing
- Search for Higgs boson exotic decays into Lorentz-boosted light bosons in the four- final state at TeV with the ATLAS detector