VBSCan COST Network
Resources for the VBScan physicist
Theory
Phenomenology
| 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→W±W±jj 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→W±W±jj 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
| 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
| 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 W±W± 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 W±Z 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 W±Z 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→W±W±jj 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 |
Reviews
| Multi-Boson Interactions at the LHC | 1610.07572 |
| SUSY scenarios according to EWSB | 1712.04626 |
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 | 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 |
Tools
Monte Carlo
| 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 |
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 |
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 |
This list is a render of the PapersOfInterest twiki page