Resources for the VBScan physicist

Theory

Phenomenology

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Polarized vector boson scattering in the fully leptonic WZ and ZZ channels at the LHC 1907.04722
QCD and electroweak corrections to WZ scattering at the LHC 1904.00882
Resonant production of Wh and Zh at the LHC JHEP March 2018
Precise predictions for same-sign W-boson scattering at the LHC 1803.07943
Study of electroweak production of WZ in association with two jets at the LHC 1803.07977
Implications of Vector Boson Scattering Unitarity in Composite Higgs Models 1705.02787
Physics Opportunities for Vector-Boson Scattering at a Future 100 TeV Hadron Collider 1704.04911
ZA production in vector-boson scattering at next-to-leading order QCD 1704.01921
Scattering unitarity with effective dimension-6 operators 1704.01867
Jet clustering dependence of VBF Higgs production 1703.05676
Longitudinal W boson scattering in a light scalar top scenario 1703.07112
The Standard Model as an Effective Field Theory 1706.08945
Electroweak corrections to diphoton plus jets 1706.09022
Complete NLO corrections to W+W+ scattering and its irreducible background at the LHC 1708.00268
W boson polarization in vector boson scattering at the LHC 1710.09339
Diboson Interference Resurrection 1708.07823
Electroweak corrections to vector-boson scattering 1711.02932
Determination of the WW polarization fractions in pp→WWjj using a deep machine learning technique 1510.01691
On the topic of jets 1802.00008
Anomalous quartic gauge couplings and unitarization for the vector boson scattering process pp→W+W+jjX→l+νll+νljjX 1807.02707
Transversal Modes and Higgs Bosons in Electroweak Vector-Boson Scattering at the LHC 1807.02512
Resonant pp→W+Zjj events at the LHC from a unitarized study of the EChL 1805.04870
Production of W+W− pairs via γ∗γ∗→W+W− subprocess with photon transverse momenta 1802.03244
Stress-testing the VBF approximation in multijet final states 1802.09955
Positivity bounds on vector boson scattering at the LHC 1808.00010
Production of vector resonances at the LHC via WZ-scattering: a unitarized EChL analysis 1707.04580
Average Event Properties from LHC to FCC-hh 1808.07224
Polarization observables in WZ production at the LHC: A next-to-leading order QCD + EW study 1810.11034
HE-LHC prospects for diboson resonance searches and electroweak WW/WZ production via vector boson scattering in the semi-leptonic final states 1812.00841
LHC as a photon-photon collider 1812.02493
Parton-shower effects in electroweak WZjj production at the next-to-leading order of QCD 1812.05118
Polarization Fraction Measurement in same sign WW scattering using Deep Learning 1812.07591
Modelling of the vector boson scattering process pp→WWjj in Monte Carlo generators in ATLAS ATL-PHYS-PUB-2019-004
Stress-testing the VBF approximation in multijet final states 1802.09955
Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra 1904.02092
Review on Composite Higgs models 1901.08216
An event generator for same-sign W-boson scattering at the LHC including electroweak corrections 1906.01863
Unitarization effects in EFT predictions of WZ scattering at the LHC 1907.06668
Polarization fraction measurement in ZZ scattering using deep learning 1908.05196
QCD Corrections in SMEFT Fits to WZ and WW Production 1909.11576

EFT

The SMEFTsim package, theory and tools 1709.06492
Resonances and loops: scale interplay in the Higgs effective field theory 1710.07611
Same-sign WW scattering at the LHC: can we discover BSM effects before discovering new states? 1802.02366
Wilson: a Python package for the running and matching of Wilson coefficients above and below the electroweak scale 1804.05033
DEFT: a Python package for the construction of and conversion between operator bases in EFT homepage
Updated Global SMEFT Fit to Higgs, Diboson and Electroweak Data 1803.03252
MatchingTools: a Python library for symbolic effective field theory calculations 1710.06445
Effective description of general extensions of the Standard Model: the complete tree-level dictionary 1711.10391
CoDEx: Wilson coefficient calculator connecting SMEFT to UV theory 1808.04403
Unitarized HEFT for strongly interacting longitudinal electroweak gauge bosons with resonances 1808.04413
Studies of Dimension-Six EFT effects in Vector Boson Scattering 1809.04189
Higgs Couplings without the Higgs 1812.09299
Which EFT 1902.05936
Diboson at the LHC vs LEP 1810.05149
Same-sign WW Scattering in the HEFT: Discoverability vs. EFT Validity 1905.03354
EFT triangles in the same-sign WW scattering process at the HL-LHC and HE-LHC 1906.10769
Proposal for the validation of Monte Carlo implementations of the standard model effective field theory 1906.12310
The W and Z scattering as a probe of physics beyond the Standard Model: Effective Field Theory approach 1908.07596
Consistency of the Standard Model Effective Field Theory 1908.09845
Electroweak and QCD Corrections to Z and W pole observables in the SMEFT 1909.02000

Tools

Machine learning challenges in theoretical HEP 1711.10840
Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC 1711.03573
Machine learning as an instrument for data unfolding 1712.01814
Topology classification with deep learning to improve real-time event selection at the LHC 1807.00083
Deep Learning and its Application to LHC Physics 1806.11484
Constraining Effective Field Theories with Machine Learning 1805.00013
A Guide to Constraining Effective Field Theories with Machine Learning 1805.00020
Unfolding with Generative Adversarial Networks 1806.00433
Pileup mitigation at the Large Hadron Collider with Graph Neural Networks 1810.07988
Class Imbalance Techniques for High Energy Physics 1905.00339
Constraining new physics from Higgs measurements with Lilith: update to LHC Run 2 results 1908.03952

Physics objects

Jets

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Systematics of quark/gluon tagging 1704.03878
Casimir Meets Poisson: Improved Quark/Gluon Discrimination with Counting Observables 1704.06266
How Much Information is in a Jet? 1704.08249
A study of jet mass distributions with grooming 1704.02210
Jet Constituents for Deep Neural Network Based Top Quark Tagging 1704.02124
Systematics of quark/gluon tagging 1704.03878
(CMS Collaboration) Measurements of jet charge with dijet events in pp collisions at sqrt(s) = 8 TeV 1706.05980
(CMS Collaboration) Particle-flow reconstruction and global event description with the CMS detector 1706.04965
Pileup Mitigation with Machine Learning (PUMML) 1707.08600
Jet Substructure at the Large Hadron Collider: A Review of Recent Advances in Theory and Machine Learning 1709.04464
The importance of calorimetry for highly-boosted jet substructure 1709.08705
A generic anti-QCD jet tagger 1709.01087
Novel Jet Observables from Machine Learning 1710.01305
Soft Functions for Generic Jet Algorithms and Observables at Hadron Colliders 1704.08262
Convolved Substructure: Analytically Decorrelating Jet Substructure Observables 1710.06859
Telescoping jet substructure 1711.11041
Recursive Neural Networks in Quark/Gluon Tagging 1711.02633
Quark jet versus gluon jet: deep neural networks with high-level features 1712.03634
Tagging Jets in Invisible Higgs Searches 1712.03973
Energy flow polynomials: A complete linear basis for jet substructure 1712.07124
Quark jet rates and quark/gluon discrimination in multi-jet final states 1807.01421
Recursive Soft Drop 1804.03657
Infrared Safety of a Neural-Net Top Tagging Algorithm 1806.01263
Safe Jet Vetoes 1805.09335
Jet Charge and Machine Learning 1803.08066
Jet Substructure at the Large Hadron Collider : Experimental Review 1803.06991
Measurement of jet substructure observables in ttbar events from proton-proton collisions at 13TeV 1808.07340
Performance of top-quark and W-boson tagging with ATLAS in Run 2 of the LHC 1808.07858
An operational definition of quark and gluon jets 1809.01140
Deep learning in color: towards automated quark/gluon jet discrimination 1612.01551
Computing N-subjettiness for boosted jets 1809.04602
Safe Jet Vetoes 1805.09335
Spectral Analysis of Jet Substructure with Neural Networks: Boosted Higgs Case 1807.03312
Jet Veto Resummation with Jet Rapidity Cuts 1810.12911
Soft drop groomed jet angularities at the LHC 1811.06983
Measurement of jet substructure observables in tt⎯⎯ events from proton-proton collisions at sqrt (s)= 13TeV 1808.07340
Looking inside jets: an introduction to jet substructure and boosted-object phenomenology 1901.10342
Quark-Gluon Tagging: Machine Learning meets Reality 1812.09223
ParticleNet: Jet Tagging via Particle Clouds 1902.08570
End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data 1902.08276
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 1903.02942
Jet grooming through reinforcement learning 1903.09644
Effect of color on rapidity gap survival 1905.07176
Deep-Learning Jets with Uncertainties and More 1904.10004
Jet Substructure at the Large Hadron Collider: A Review of Recent Advances in Theory and Machine Learning 1709.04464
A Theory of Quark vs. Gluon Discrimination 1906.01639
Pileup and Underlying Event Mitigation with Iterative Constituent Subtraction 1905.03470
Boosted W/Z Tagging with Jet Charge and Deep Learning 1908.08256
Mass Agnostic Jet Taggers 1908.08959
Quantum Algorithms for Jet Clustering 1908.08949
Lund jet images from generative and cycle-consistent adversarial networks 1909.01359

Experimental results

CMS

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Measurements of differential cross sections and search for the electroweak production of two Z bosons produced in association with jets [preliminary] CDS
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] CDS 1709.05822
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 1612.09256
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 1708.02812
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 1702.03025
Study of dijet events with a large rapidity gap between the two leading jets in pp collisions at s√ = 7 TeV 1710.02586
Constraints on the double-parton scattering cross section from same-sign W boson pair production in proton-proton collisions at s√= 8 TeV 1712.02280
Electroweak production of two jets in association with a Z boson in proton-proton collisions at s√= 13 TeV 1712.09814
Measurement of electroweak WZ production and search for new physics in pp collisions at sqrt(s) = 13 TeV CMS-PAS-SMP-18-001
Study of dijet events with a large rapidity gap between the two leading jets in pp collisions at 7 TeV 1710.02586
Measurement of electroweak production of a W boson in association with two jets in proton-proton collisions at 13 TeV 1903.04040
Search for anomalous electroweak production of vector boson pairs in association with two jets in proton-proton collisions at 13 TeV 1905.07445
Measurement of electroweak production of Z gamma in association with two jets in proton-proton collisions at sqrt(s) = 13 TeV CDS

ATLAS

Measurement of WW vector-boson scattering and limits on anomalous quartic gauge couplings with the ATLAS detector 1611.02428
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 1709.10264
Observation of electroweak WZ boson pair production in association with two jets in pp collisions at 13TeV with the ATLAS Detector ATLAS-CONF-2018-033
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 ATLAS-CONF-2018-030
Observation of electroweak WZ boson pair production in association with two jets in pp collisions at s√= 13 TeV with the ATLAS detector 1812.09740
Search for doubly charged scalar bosons decaying into same-sign W boson pairs with the ATLAS detector 1808.01899
Modelling of the vector boson scattering process pp→WWjj in Monte Carlo generators in ATLAS ATL-PHYS-PUB-2019-004
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 1905.07714
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 1906.03203
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 1905.07714
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Reviews

Multi-Boson Interactions at the LHC 1610.07572
SUSY scenarios according to EWSB 1712.04626
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Future projections

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

Monte Carlo

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The adaptive Monte Carlo toolbox for phase space integration and generation 1711.06087
(ATLAS collaboration) A morphing technique for signal modelling in a multidimensional space of coupling parameters CDS link
Fast and accurate simulation of particle detectors using generative adversarial neural networks 1805.00850
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Machine learning

JUNIPR: a Framework for Unsupervised Machine Learning in Particle Physics 1804.09720
Topology classification with deep learning to improve real-time event selection at the LHC 1807.00083
QBDT, a new boosting decision tree method with systematic uncertainties into training for High Energy Physics 1810.08387
Lorentz Boost Networks: Autonomous Physics-Inspired Feature Engineering 1812.09722
Recurrent machines for likelihood-free inference 1811.12932
Machine Learning Uncertainties with Adversarial Neural Networks 1807.08763
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Data analysis

Machine learning as an instrument for data unfolding 1712.01814
The HBOM Method for Unfolding Detector Effects 1111.4896
A Guide to Constraining Effective Field Theories with Machine Learning 1805.00020
Eikos: a Bayesian unfolding method for differential cross-section measurements 1808.01930
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Topic revision: r110 - 2021-10-28 - KristinLohwasser
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