The Matrix Element Method and QCD Radiation
arXiv:1010.2263 · doi:10.1103/PhysRevD.83.074010
Abstract
The matrix element method (MEM) has been extensively used for the analysis of top-quark and W-boson physics at the Tevatron, but in general without dedicated treatment of initial state QCD radiation. At the LHC, the increased center of mass energy leads to a significant increase in the amount of QCD radiation, which makes it mandatory to carefully account for its effects. We here present several methods for inclusion of QCD radiation effects in the MEM, and apply them to mass determination in the presence of multiple invisible particles in the final state. We demonstrate significantly improved results compared to the standard treatment.
15 pp; v2: references and some clarifications added; v3: discussion of NLO effects, version published in PRD
References in corpus (6)
- PYTHIA 6.4 Physics and Manual
- Matching NLO QCD computations with Parton Shower simulations: the POWHEG method
- QCD radiation in the production of heavy colored particles at the LHC
- A Review of the Mass Measurement Techniques proposed for the Large Hadron Collider
- Automation of the matrix element reweighting method
- The Matrix Element Method and its Application to Measurements of the Top Quark Mass
Cited by in corpus (47)
- The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations
- Constraining Effective Field Theories with Machine Learning
- Constraining anomalous Higgs boson couplings to the heavy flavor fermions using matrix element techniques
- A Guide to Constraining Effective Field Theories with Machine Learning
- Finding physics signals with shower deconstruction
- Automation of the matrix element reweighting method
- The Matrix Element Method at Next-to-Leading Order
- Evidence for associated production of a Higgs boson with a top quark pair in final states with electrons, muons, and hadronically decaying leptons at 13 TeV
- Finding physics signals with event deconstruction
- Higgs Physics: It ain't over till it's over
- Unravelling via the matrix element method
- Precision studies of the Higgs boson decay channel H -> ZZ -> 4l with MEKD
- Extending the Matrix Element Method beyond the Born approximation: Calculating event weights at next-to-leading order accuracy
- Revisiting Combinatorial Ambiguities at Hadron Colliders with MT2
- Improving the sensitivity of Higgs boson searches in the golden channel
- Looking for a light Higgs boson in the overlooked channel
- Polishing a shiny Higgs with matrix elements
- Two Invertible Networks for the Matrix Element Method
- Constraining CP-violation in the Higgs-top-quark interaction using machine-learning-based inference
- Top-Quark Physics: Status and Prospects
- Finding the Higgs boson in decays to Z gamma using the matrix element method at Next-to-Leading Order
- Machine Learning in High Energy Physics Community White Paper
- Mixing It Up With MT2: Unbiased Mass Measurements at Hadron Colliders
- The Matrix Element Method at next-to-leading order QCD for hadronic collisions: Single top-quark production at the LHC as an example application
- Reconstruction of the Higgs mass in events with Higgs bosons decaying into a pair of tau leptons using matrix element techniques
- Top physics at the LHC
- Effective LHC measurements with matrix elements and machine learning
- Precision-Machine Learning for the Matrix Element Method
- Matrix Element Method at NLO for (anti-)-jet algorithms
- Improved mass measurement using the boundary of many-body phase space
- Identifying Phase Space Boundaries with Voronoi Tessellations
- Off-shell Higgs production at the LHC as a probe of the trilinear Higgs coupling
- MoMEMta, a modular toolkit for the Matrix Element Method at the LHC
- The matrix element method at next-to-leading order for arbitrary jet algorithms
- Reconstructing the invisible with matrix elements
- Probing the Dark Sector through Mono-Z Boson Leptonic Decays
- High Energy WW Scattering at the LHC with the Matrix Element Method
- Resolving Combinatorial Ambiguities in Dilepton Event Topologies with Neural Networks
- Exploring BSM Higgs couplings in single top-quark production
- Tools for extracting new physics in events with missing transverse momentum
- A Projective Phase Space Generator for Hadronic Vector Boson Plus One Jet Production
- Spin and Chirality Effects in Antler-Topology Processes at High Energy Colliders
- The Matrix Element Method at next-to-leading order accuracy
- Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model
- Towards a generic implementation of matrix-element maximisation as a classifier in particle physics
- Application of the matrix element method to Higgs boson pair production in the channel at the LHC
- A Novel Implementation of the Matrix Element Method at Next-to-Leading Order for the Measurement of the Higgs Self-Coupling