Fetching the paper…
Reading the bibliography…
This Letter describes a search for narrowly resonant new physics using a machine-learning anomaly detection procedure that does not rely on a signal simulations for developing the analysis selection.
“A robust anomaly finder based on autoencoder”, 2019
Tuhin. Roy and Aravind. Vijay · 1903
Earlier work this paper cites.
“Learning Multivariate New Physics”, 2019
Raffaele D’Agnolo et al · 1912
Earlier work this paper cites.
“Does SUSY have friends? A new approach for LHC event analysis”, 2019
Anna Mullin et al · 1912
Earlier work this paper cites.
“Two-jet mass distribution at the CERN Proton-antiproton collider”
UA1 Collaboration · 1988
Earlier work this paper cites.
“Searching for new heavy vector bosons in p p ¯ p\bar{p} colliders” [ Erratum: Z. Phys. C 47, 676 (1990) ]
Guido Altarelli, B. Mele and M. Ruiz-Altaba · 1989
Earlier work this paper cites.
“The two-jet invariant mass distribution at s = 1.8 \sqrt{s}=1.8 TeV”
CDF Collaboration · 1990
Earlier work this paper cites.
“A measurement of two jet decays of the W W and Z Z bosons at the CERN p ¯ p \bar{p}p collider”
UA2 Collaboration · 1991
Earlier work this paper cites.
“A Quasi-Model-Independent Search for New High p T p_{T} Physics at D0” Ph.D. thesis, University of California at Berkeley (2000)
B. Knuteson · 2000
Earlier work this paper cites.
“Search for new physics in e μ X e\mu X data at DØ using SLEUTH: A quasi-model-independent search strategy for new physics”
D0 Collaboration · 2000
Earlier work this paper cites.
“A Quasi model independent search for new physics at large transverse momentum”
D0 Collaboration · 2001
Earlier work this paper cites.
“Quasi-Model-Independent Search for New High p T p_{T} Physics at DØ”
D0 Collaboration · 2001
Earlier work this paper cites.
“Anomaly Detection with Density Estimation”, 2020
Benjamin Nachman and David Shih · 2001
Earlier work this paper cites.
“Simulation Assisted Likelihood-free Anomaly Detection”, 2020
Anders Andreassen, Benjamin Nachman and David Shih · 2001
Earlier work this paper cites.
“DisCo Fever: Robust Networks Through Distance Correlation”, 2020
Gregor Kasieczka and David Shih · 2001
Earlier work this paper cites.
“Tag N’ Train: A Technique to Train Improved Classifiers on Unlabeled Data”, 2020
Oz Amram and Cristina Suarez · 2002
Earlier work this paper cites.
“Geant4 – a simulation toolkit”
S. Agostinelli · 2003
Earlier work this paper cites.
“Search for new particles in the two jet decay channel with the D0 detector”
D0 Collaboration · 2004
Earlier work this paper cites.
“A general search for new phenomena in ep scattering at HERA”
HERA Collaboration · 2004
Earlier work this paper cites.
“Dispelling the N 3 N^{3} myth for the k t k_{t} jet-finder”
Matteo Cacciari and Gavin. Salam · 2006
Earlier work this paper cites.
“PYTHIA 6.4 physics and manual”
Torbjorn Sjöstrand, Stephen Mrenna and Peter. Skands · 2006
Earlier work this paper cites.
“Model-independent and quasi-model-independent search for new physics at CDF”
CDF Collaboration · 2008
Earlier work this paper cites.
“Model-Independent Global Search for New High- p T p_{T} Physics at CDF”, 2008
CDF Collaboration · 2008
Earlier work this paper cites.
“The ATLAS Experiment at the CERN Large Hadron Collider”
ATLAS Collaboration · 2008
Earlier work this paper cites.
“The anti- k t k_{t} jet clustering algorithm”
Matteo Cacciari, Gavin. Salam and Gregory Soyez · 2008
Earlier work this paper cites.
“A brief introduction to PYTHIA 8.1”
Torbjorn Sjöstrand, Stephen Mrenna and Peter. Skands · 2008
Earlier work this paper cites.
“A general search for new phenomena at HERA”
HERA Collaboration · 2009
Earlier work this paper cites.
“Global search for new physics with 2.0 fb -1
CDF Collaboration · 2009
Earlier work this paper cites.
“Search for New Particles in Two-Jet Final States in 7 TeV Proton-Proton Collisions with the ATLAS Detector at the LHC”
ATLAS Collaboration · 2010
Earlier work this paper cites.
“Search for Dijet Resonances in 7 TeV pp Collisions at CMS”
CMS Collaboration · 2010
Earlier work this paper cites.
“Jet trimming”
David Krohn, Jesse Thaler and Lian-Tao Wang · 2010
Earlier work this paper cites.
“The ATLAS Simulation Infrastructure”
ATLAS Collaboration · 2010
Earlier work this paper cites.
“Model Unspecific Search for New Physics in pp Collisions at s = 7 \sqrt{s}=7 TeV”
CMS Collaboration · 2011
Earlier work this paper cites.
“Asymptotic formulae for likelihood-based tests of new physics” [Erratum: Eur. Phys. J. C 73, 2501 (2013)]
Glen Cowan, Kyle Cranmer, Eilam Gross and Ofer Vitells · 2011
Earlier work this paper cites.
“A general search for new phenomena with the ATLAS detector in p p pp collisions at s = 7 \sqrt{s}=7 TeV”
ATLAS Collaboration · 2012
Earlier work this paper cites.
“FastJet user manual”
Matteo Cacciari, Gavin. Salam and Gregory Soyez · 2012
Earlier work this paper cites.
“Parton distributions with LHC data”
Richard. Ball · 2012
Earlier work this paper cites.
“uBoost: a boosting method for producing uniform selection efficiencies from multivariate classifiers”
Justin Stevens and Mike Williams · 2013
Earlier work this paper cites.
“A general search for new phenomena with the ATLAS detector in pp collisions at s = 8 \sqrt{s}=8 TeV”
ATLAS Collaboration · 2014
Cited alongside, same era.
“Adam: A Method for Stochastic Optimisation”, 2014
Diederik Kingma and Jimmy Ba · 2014
Cited alongside, same era.
“ATLAS Pythia 8 tunes to 7 TeV data”
ATLAS · 2014
Cited alongside, same era.
“Heavy vector triplets: bridging theory and data”
Duccio Pappadopulo, Andrea Thamm, Riccardo Torre and Andrea Wulzer · 2014
Cited alongside, same era.
“An introduction to PYTHIA 8.2”
Torbjörn Sjöstrand et al · 2015
Cited alongside, same era.
“Search for Narrow Resonances Decaying to Dijets in Proton-Proton Collisions at s = 13 \sqrt{s}=13 TeV”
CMS Collaboration · 2016
“Search for low-mass resonances decaying into two jets and produced in association with a photon using p p pp collisions at s = 13 \sqrt{s}=13 TeV with the ATLAS detector”
ATLAS Collaboration · 2019
Later among the works it cites.
“Search for low-mass resonances decaying into bottom quark-antiquark pairs in proton-proton collisions at s = \sqrt{s}= 13 TeV”
CMS Collaboration · 2019
Later among the works it cites.
“Search for heavy particles decaying into a top-quark pair in the fully hadronic final state in p p pp collisions at s = \sqrt{s}= 13 TeV with the ATLAS detector”
ATLAS Collaboration · 2019
Later among the works it cites.
“Search for resonant t t ¯ \mathrm{t}\overline{\mathrm{t}} production in proton-proton collisions at s = 13 \sqrt{s}=13 TeV”
CMS Collaboration · 2019
Later among the works it cites.
“Search for pair production of Higgs bosons in the b b ¯ b b ¯ b\bar{b}b\bar{b} final state using proton-proton collisions at s = 13 \sqrt{s}=13 TeV with the ATLAS detector”
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
“Search for new phenomena in dijet mass and angular distributions from p p pp collisions at s = \sqrt{s}= 13 TeV with the ATLAS detector”
ATLAS Collaboration · 2016
Cited alongside, same era.
“The performance of the jet trigger for the ATLAS detector during 2011 data taking”
ATLAS Collaboration · 2016
Cited alongside, same era.
“Thinking outside the ROCs: Designing Decorrelated Taggers (DDT) for jet substructure”
James Dolen et al · 2016
Cited alongside, same era.
“TensorFlow: A System for Large-Scale Machine Learning”
Martı́n Abadi et al · 2016
Cited alongside, same era.
“Search for heavy resonances decaying to tau lepton pairs in proton-proton collisions at s = 13 \sqrt{s}=13 TeV”
CMS Collaboration · 2017
Cited alongside, same era.
“Search for third-generation scalar leptoquarks and heavy right-handed neutrinos in final states with two tau leptons and two jets in proton-proton collisions at s = 13 \sqrt{s}=13 TeV”
CMS Collaboration · 2017
Cited alongside, same era.
ATLAS Collaboration · 2019
Later among the works it cites.
“Search for Higgs boson pair production in the b b ¯ W W ∗ b\bar{b}WW^{*} decay mode at s = 13 \sqrt{s}=13 TeV with the ATLAS detector”
ATLAS Collaboration · 2019
Later among the works it cites.
“Search for production of Higgs boson pairs in the four b quark final state using large-area jets in proton-proton collisions at s = \sqrt{s}= 13 TeV”
CMS Collaboration · 2019
Later among the works it cites.
“Search for heavy resonances decaying into two Higgs bosons or into a Higgs boson and a W or Z boson in proton-proton collisions at 13 TeV”
CMS Collaboration · 2019
Later among the works it cites.
“The unexplored landscape of two-body resonances”
Nathaniel Craig et al · 2019
Later among the works it cites.
“Search for pairs of highly collimated photon-jets in p p pp collisions at s \sqrt{s} = 13 TeV with the ATLAS detector”
ATLAS Collaboration · 2019
Later among the works it cites.
“Search for long-lived particles produced in p p pp collisions at s = 13 \sqrt{s}=13 TeV that decay into displaced hadronic jets in the ATLAS muon spectrometer”
ATLAS Collaboration · 2019
Later among the works it cites.
“Search for long-lived neutral particles in p p pp collisions at s \sqrt{s} = 13 TeV that decay into displaced hadronic jets in the ATLAS calorimeter”
ATLAS Collaboration · 2019
Later among the works it cites.
“Search for heavy neutrinos and third-generation leptoquarks in hadronic states of two τ \tau leptons and two jets in proton-proton collisions at s = \sqrt{s}= 13 TeV”
CMS Collaboration · 2019
Later among the works it cites.
“Search for a W’ boson decaying to a vector-like quark and a top or bottom quark in the all-jets final state”
CMS Collaboration · 2019
Later among the works it cites.
“Search for a heavy resonance decaying to a top quark and a vector-like top quark in the lepton+jets final state in pp collisions at s = \sqrt{s}= 13 TeV”
CMS Collaboration · 2019
Later among the works it cites.
“Search for low mass vector resonances decaying into quark-antiquark pairs in proton-proton collisions at s = \sqrt{s}= 13 TeV”
CMS Collaboration · 2019
Later among the works it cites.
“Search for Low-Mass Quark-Antiquark Resonances Produced in Association with a Photon at s = 13 \sqrt{s}=13 TeV”
CMS Collaboration · 2019
Later among the works it cites.
“A strategy for a general search for new phenomena using data-derived signal regions and its application within the ATLAS experiment”
ATLAS Collaboration · 2019
Later among the works it cites.
“Learning new physics from a machine”
Raffaele D’Agnolo and Andrea Wulzer · 2019
Later among the works it cites.
“QCD or what?”
Theo Heimel, Gregor Kasieczka, Tilman Plehn and Jennifer. Thompson · 2019
Later among the works it cites.
“Variational autoencoders for new physics mining at the Large Hadron Collider”
Olmo Cerri et al · 2019
Later among the works it cites.
“Adversarially-trained autoencoders for robust unsupervised new physics searches”
Andrew Blance, Michael Spannowsky and Philip Waite · 2019
Later among the works it cites.
“Guiding new physics searches with unsupervised learning”
Andrea De and Thomas Jacques · 2019
Later among the works it cites.
“Nonparametric semisupervised classification for signal detection in high energy physics”, 2019
Giovanna Alessandro · 2019
Later among the works it cites.
“Uncovering latent jet substructure”
Barry. Dillon, Darius. Faroughy and Jernej. Kamenik · 2019
Later among the works it cites.
“Extending the search for new resonances with machine learning”
Jack. Collins, Kiel Howe and Benjamin Nachman · 2019
Later among the works it cites.
“In situ calibration of large-radius jet energy and mass in 13 TeV proton-proton collisions with the ATLAS detector”
ATLAS Collaboration · 2019
Later among the works it cites.
“QBDT, a new boosting decision tree method with systematical uncertainties into training for High Energy Physics”
Li-Gang Xia · 2019
Later among the works it cites.
“Machine learning uncertainties with adversarial neural networks”
Christoph Englert, Peter Galler, Philip Harris and Michael Spannowsky · 2019
Later among the works it cites.
“Search for diboson resonances in hadronic final states in 139 fb -1
ATLAS Collaboration · 2019
Later among the works it cites.
“A multi-dimensional search for new heavy resonances decaying to boosted WW, WZ, or ZZ boson pairs in the dijet final state at 13 TeV”
CMS Collaboration · 2020
Closest in time.
“The motivation and status of two-body resonance decays after the LHC Run 2 and beyond”
Jeong Kim, Kyoungchul Kong, Benjamin Nachman and Daniel Whiteson · 2020
Closest in time.
“Mass agnostic jet taggers”
Layne Bradshaw, Rashmish. Mishra, Andrea Mitridate and Bryan Ostdiek · 2020
Closest in time.
“Reducing the Dependence of the Neural Network Function to Systematic Uncertainties in the Input Space”
Stefan Wunsch, Simon Jörger, Roger Wolf and Günter Quast · 2020
Closest in time.
“Search for new resonances in mass distributions of jet pairs using 139 fb -1
ATLAS Collaboration · 2020
Closest in time.
“ATLAS Computing Acknowledgements”, ATL-SOFT-PUB-2020-001
ATLAS Collaboration · 2020
Closest in time.