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Resources for the VBScan physicist

Theory

Phenomenology

Polarized vector boson scattering in the fully leptonic WZ and ZZ channels at the LHC
QCD and electroweak corrections to WZ scattering at the LHC
Resonant production of Wh and Zh at the LHC
Precise predictions for same-sign W-boson scattering at the LHC
Study of electroweak production of WZ in association with two jets at the LHC
Implications of Vector Boson Scattering Unitarity in Composite Higgs Models
Physics Opportunities for Vector-Boson Scattering at a Future 100 TeV Hadron Collider
ZA production in vector-boson scattering at next-to-leading order QCD
Scattering unitarity with effective dimension-6 operators
Jet clustering dependence of VBF Higgs production
Longitudinal W boson scattering in a light scalar top scenario
The Standard Model as an Effective Field Theory
Electroweak corrections to diphoton plus jets
Complete NLO corrections to W+W+ scattering and its irreducible background at the LHC
W boson polarization in vector boson scattering at the LHC
Diboson Interference Resurrection
Electroweak corrections to vector-boson scattering
Determination of the WW polarization fractions in pp→W±W±jj using a deep machine learning technique
On the topic of jets
Anomalous quartic gauge couplings and unitarization for the vector boson scattering process pp→W+W+jjX→l+νll+νljjX
Transversal Modes and Higgs Bosons in Electroweak Vector-Boson Scattering at the LHC
Resonant pp→W+Zjj events at the LHC from a unitarized study of the EChL
Production of W+W− pairs via γ∗γ∗→W+W− subprocess with photon transverse momenta
Stress-testing the VBF approximation in multijet final states
Positivity bounds on vector boson scattering at the LHC
Production of vector resonances at the LHC via WZ-scattering: a unitarized EChL analysis
Average Event Properties from LHC to FCC-hh
Polarization observables in WZ production at the LHC: A next-to-leading order QCD + EW study
HE-LHC prospects for diboson resonance searches and electroweak WW/WZ production via vector boson scattering in the semi-leptonic final states
LHC as a photon-photon collider
Parton-shower effects in electroweak WZjj production at the next-to-leading order of QCD
Polarization Fraction Measurement in same sign WW scattering using Deep Learning
Modelling of the vector boson scattering process pp→W±W±jj in Monte Carlo generators in ATLAS
Stress-testing the VBF approximation in multijet final states
Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra
Review on Composite Higgs models
An event generator for same-sign W-boson scattering at the LHC including electroweak corrections
Unitarization effects in EFT predictions of WZ scattering at the LHC
Polarization fraction measurement in ZZ scattering using deep learning
QCD Corrections in SMEFT Fits to WZ and WW Production

EFT

The SMEFTsim package, theory and tools
Resonances and loops: scale interplay in the Higgs effective field theory
Same-sign WW scattering at the LHC: can we discover BSM effects before discovering new states?
Wilson: a Python package for the running and matching of Wilson coefficients above and below the electroweak scale
DEFT: a Python package for the construction of and conversion between operator bases in EFT
Updated Global SMEFT Fit to Higgs, Diboson and Electroweak Data
MatchingTools: a Python library for symbolic effective field theory calculations
Effective description of general extensions of the Standard Model: the complete tree-level dictionary
CoDEx: Wilson coefficient calculator connecting SMEFT to UV theory
Unitarized HEFT for strongly interacting longitudinal electroweak gauge bosons with resonances
Studies of Dimension-Six EFT effects in Vector Boson Scattering
Higgs Couplings without the Higgs
Which EFT
Diboson at the LHC vs LEP
Same-sign WW Scattering in the HEFT: Discoverability vs. EFT Validity
EFT triangles in the same-sign WW scattering process at the HL-LHC and HE-LHC
Proposal for the validation of Monte Carlo implementations of the standard model effective field theory
The W and Z scattering as a probe of physics beyond the Standard Model: Effective Field Theory approach
Consistency of the Standard Model Effective Field Theory
Electroweak and QCD Corrections to Z and W pole observables in the SMEFT

Tools

Machine learning challenges in theoretical HEP
Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC
Machine learning as an instrument for data unfolding
Topology classification with deep learning to improve real-time event selection at the LHC
Deep Learning and its Application to LHC Physics
Constraining Effective Field Theories with Machine Learning
A Guide to Constraining Effective Field Theories with Machine Learning
Unfolding with Generative Adversarial Networks
Pileup mitigation at the Large Hadron Collider with Graph Neural Networks
Class Imbalance Techniques for High Energy Physics
Constraining new physics from Higgs measurements with Lilith: update to LHC Run 2 results

Physics objects

Jets

Systematics of quark/gluon tagging
Casimir Meets Poisson: Improved Quark/Gluon Discrimination with Counting Observables
How Much Information is in a Jet?
A study of jet mass distributions with grooming
Jet Constituents for Deep Neural Network Based Top Quark Tagging
Systematics of quark/gluon tagging
(CMS Collaboration) Measurements of jet charge with dijet events in pp collisions at sqrt(s) = 8 TeV
(CMS Collaboration) Particle-flow reconstruction and global event description with the CMS detector
Pileup Mitigation with Machine Learning (PUMML)
Jet Substructure at the Large Hadron Collider: A Review of Recent Advances in Theory and Machine Learning
The importance of calorimetry for highly-boosted jet substructure
A generic anti-QCD jet tagger
Novel Jet Observables from Machine Learning
Soft Functions for Generic Jet Algorithms and Observables at Hadron Colliders
Convolved Substructure: Analytically Decorrelating Jet Substructure Observables
Telescoping jet substructure
Recursive Neural Networks in Quark/Gluon Tagging
Quark jet versus gluon jet: deep neural networks with high-level features
Tagging Jets in Invisible Higgs Searches
Energy flow polynomials: A complete linear basis for jet substructure
Quark jet rates and quark/gluon discrimination in multi-jet final states
Recursive Soft Drop
Infrared Safety of a Neural-Net Top Tagging Algorithm
Safe Jet Vetoes
Jet Charge and Machine Learning
Jet Substructure at the Large Hadron Collider : Experimental Review
Measurement of jet substructure observables in ttbar events from proton-proton collisions at 13TeV
Performance of top-quark and W-boson tagging with ATLAS in Run 2 of the LHC
An operational definition of quark and gluon jets
Deep learning in color: towards automated quark/gluon jet discrimination
Computing N-subjettiness for boosted jets
Safe Jet Vetoes
Spectral Analysis of Jet Substructure with Neural Networks: Boosted Higgs Case
Jet Veto Resummation with Jet Rapidity Cuts
Soft drop groomed jet angularities at the LHC
Measurement of jet substructure observables in tt⎯⎯ events from proton-proton collisions at sqrt (s)= 13TeV
Looking inside jets: an introduction to jet substructure and boosted-object phenomenology
Quark-Gluon Tagging: Machine Learning meets Reality
ParticleNet: Jet Tagging via Particle Clouds
End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data
Measurement of jet-substructure observables in top quark, W boson and light jet production in proton-proton collisions at 13 TeV with the ATLAS detector
Jet grooming through reinforcement learning
Effect of color on rapidity gap survival
Deep-Learning Jets with Uncertainties and More
Jet Substructure at the Large Hadron Collider: A Review of Recent Advances in Theory and Machine Learning
A Theory of Quark vs. Gluon Discrimination
Pileup and Underlying Event Mitigation with Iterative Constituent Subtraction
Boosted W/Z Tagging with Jet Charge and Deep Learning
Mass Agnostic Jet Taggers
Quantum Algorithms for Jet Clustering
Lund jet images from generative and cycle-consistent adversarial networks

Experimental results

CMS

Measurements of differential cross sections and search for the electroweak production of two Z bosons produced in association with jets [preliminary]
Observation of electroweak production of same-sign W boson pairs in the two jet and two same-sign lepton final state in proton-proton collisions at 13 TeV [preliminary]
Measurement of electroweak-induced production of W gamma with two jets in pp collisions at sqrt(s) = 8 TeV and constraints on anomalous quartic gauge couplings
Measurement of vector boson scattering and constraints on anomalous quartic couplings from events with four leptons and two jets in proton-proton collisions at 13 TeV
Measurement of the cross section for electroweak production of Z gamma in association with two jets and constraints on anomalous quartic gauge couplings in proton-proton collisions at sqrt(s) = 8 TeV
Study of dijet events with a large rapidity gap between the two leading jets in pp collisions at s√ = 7 TeV
Constraints on the double-parton scattering cross section from same-sign W boson pair production in proton-proton collisions at s√= 8 TeV
Electroweak production of two jets in association with a Z boson in proton-proton collisions at s√= 13 TeV
Measurement of electroweak WZ production and search for new physics in pp collisions at sqrt(s) = 13 TeV
Study of dijet events with a large rapidity gap between the two leading jets in pp collisions at 7 TeV
Measurement of electroweak production of a W boson in association with two jets in proton-proton collisions at 13 TeV
Search for anomalous electroweak production of vector boson pairs in association with two jets in proton-proton collisions at 13 TeV
Measurement of electroweak production of Z gamma in association with two jets in proton-proton collisions at sqrt(s) = 13 TeV

ATLAS

Measurement of W±W± vector-boson scattering and limits on anomalous quartic gauge couplings with the ATLAS detector
Measurement of the cross-section for electroweak production of dijets in association with a Z boson in pp collisions at s√=13 TeV with the ATLAS detector
Observation of electroweak W±Z boson pair production in association with two jets in pp collisions at 13TeV with the ATLAS Detector
Observation of electroweak production of a same-sign W boson pair in association with two jets in pp collisions at 13 TeV with the ATLAS detector
Observation of electroweak W±Z boson pair production in association with two jets in pp collisions at s√= 13 TeV with the ATLAS detector
Search for doubly charged scalar bosons decaying into same-sign W boson pairs with the ATLAS detector
Modelling of the vector boson scattering process pp→W±W±jj in Monte Carlo generators in ATLAS
Search for the electroweak diboson production in association with a high-mass dijet system in semileptonic final states in pp collisions at 13 TeV with the ATLAS detector
Observation of electroweak production of a same-sign W boson pair in association with two jets in pp collisions at s√=13 TeV with the ATLAS detector
Search for the electroweak diboson production in association with a high-mass dijet system in semileptonic final states in pp collisions at 13 TeV with the ATLAS detector

Reviews

Multi-Boson Interactions at the LHC
SUSY scenarios according to EWSB

Future projections

Studies on the impact of an extended Inner Detector tracker and a forward muon tagger on W±W± scattering in pp collisions at the High-Luminosity LHC with the ATLAS experiment
Prospects for the study of vector boson scattering in same sign WW and WZ interactions at the HL-LHC with the upgraded CMS detector
Study of W±W± production via vector boson scattering at the HL-LHC with the upgraded CMS detector
VBS ZZ fully leptonic at HL- and HE-LHC
VBS WZ fully leptonic at HL-LHC

Tools

Monte Carlo

The adaptive Monte Carlo toolbox for phase space integration and generation
(ATLAS collaboration) A morphing technique for signal modelling in a multidimensional space of coupling parameters
Fast and accurate simulation of particle detectors using generative adversarial neural networks

Machine learning

JUNIPR: a Framework for Unsupervised Machine Learning in Particle Physics
Topology classification with deep learning to improve real-time event selection at the LHC
QBDT, a new boosting decision tree method with systematic uncertainties into training for High Energy Physics
Lorentz Boost Networks: Autonomous Physics-Inspired Feature Engineering
Recurrent machines for likelihood-free inference
Machine Learning Uncertainties with Adversarial Neural Networks

Data analysis

Machine learning as an instrument for data unfolding
The HBOM Method for Unfolding Detector Effects
A Guide to Constraining Effective Field Theories with Machine Learning
Eikos: a Bayesian unfolding method for differential cross-section measurements

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