The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics

Mining gold from implicit models to improve likelihood-free inference

(2020) Johann Brehmer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

OmniFold: A Method to Simultaneously Unfold All Observables

(2020) Anders Andreassen et al.   PHYSICAL REVIEW LETTERS

Measurement of the tt‾bb‾ production cross section in the all-jet final state in pp collisions at s=13 TeV

(2020) A.M. Sirunyan et al.   PHYSICS LETTERS B

The motivation and status of two-body resonance decays after the LHC Run 2 and beyond

(2020) Jeong Han Kim et al.   JOURNAL OF HIGH ENERGY PHYSICS

Search for new resonances in mass distributions of jet pairs using 139 fb−1 of pp collisions at s$$ \sqrt{\mathrm{s}} $$ = 13 TeV with the ATLAS detector

(2020) G. Aad et al.   JOURNAL OF HIGH ENERGY PHYSICS

ABCNet: an attention-based method for particle tagging

(2020) V. Mikuni et al.   European Physical Journal Plus

A strategy for a general search for new phenomena using data-derived signal regions and its application within the ATLAS experiment

(2019) M. Aaboud et al.   EUROPEAN PHYSICAL JOURNAL C

Variational autoencoders for new physics mining at the Large Hadron Collider

(2019) Olmo Cerri et al.   JOURNAL OF HIGH ENERGY PHYSICS

Dynamic Graph CNN for Learning on Point Clouds

(2019) Yue Wang et al.   ACM TRANSACTIONS ON GRAPHICS

Adversarially-trained autoencoders for robust unsupervised new physics searches

(2019) Andrew Blance et al.   JOURNAL OF HIGH ENERGY PHYSICS

Jet Topics: Disentangling Quarks and Gluons at Colliders

(2018) Eric M. Metodiev et al.   PHYSICAL REVIEW LETTERS

Search for diboson resonances with boson-tagged jets in pp collisions at s=13 TeV with the ATLAS detector

(2018) M. Aaboud et al.   PHYSICS LETTERS B

Fast inference of deep neural networks in FPGAs for particle physics

(2018) J. Duarte et al.   Journal of Instrumentation

Search for narrow and broad dijet resonances in proton-proton collisions at $$ \sqrt{s}=13 $$ TeV and constraints on dark matter mediators and other new particles

(2018) A. M. Sirunyan et al.   JOURNAL OF HIGH ENERGY PHYSICS

Deep Learning and Its Application to LHC Physics

(2018) Dan Guest et al.   Annual Review of Nuclear and Particle Science

Anomaly Detection for Resonant New Physics with Machine Learning

(2018) Jack Collins et al.   PHYSICAL REVIEW LETTERS

An operational definition of quark and gluon jets

(2018) Patrick T. Komiske et al.   JOURNAL OF HIGH ENERGY PHYSICS

A measurement of the calorimeter response to single hadrons and determination of the jet energy scale uncertainty using LHC Run-1 pp-collision data with the ATLAS detector

(2017) M. Aaboud et al.   EUROPEAN PHYSICAL JOURNAL C

LHC signals from cascade decays of warped vector resonances

(2017) Kaustubh S. Agashe et al.   JOURNAL OF HIGH ENERGY PHYSICS

Flavor universal resonances and warped gravity

(2017) Kaustubh Agashe et al.   JOURNAL OF HIGH ENERGY PHYSICS

Search for massive resonances decaying into WW, WZ or ZZ bosons in proton-proton collisions at $$ \sqrt{s}=13 $$ TeV

(2017) A. M. Sirunyan et al.   JOURNAL OF HIGH ENERGY PHYSICS

How much information is in a jet?

(2017) Kaustuv Datta et al.   JOURNAL OF HIGH ENERGY PHYSICS

Classification without labels: learning from mixed samples in high energy physics

(2017) Eric M. Metodiev et al.   JOURNAL OF HIGH ENERGY PHYSICS

A brief introduction to weakly supervised learning

(2017) Zhi-Hua Zhou   National Science Review

Muon reconstruction performance of the ATLAS detector in proton–proton collision data at $$\sqrt{s}$$ s =13 TeV

(2016) G. Aad et al.   EUROPEAN PHYSICAL JOURNAL C

Parameterized neural networks for high-energy physics

(2016) Pierre Baldi et al.   EUROPEAN PHYSICAL JOURNAL C

An introduction to PYTHIA 8.2

(2015) Torbjörn Sjöstrand et al.   COMPUTER PHYSICS COMMUNICATIONS

Pileup per particle identification

(2014) Daniele Bertolini et al.   JOURNAL OF HIGH ENERGY PHYSICS

DELPHES 3: a modular framework for fast simulation of a generic collider experiment

(2014) J. de Favereau et al.   JOURNAL OF HIGH ENERGY PHYSICS

FastJet user manual

(2012) Matteo Cacciari et al.   EUROPEAN PHYSICAL JOURNAL C

Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC

(2012) S. Chatrchyan et al.   PHYSICS LETTERS B

Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC

(2012) G. Aad et al.   PHYSICS LETTERS B

Maximizing boosted top identification by minimizing N-subjettiness

(2012) Jesse Thaler et al.   JOURNAL OF HIGH ENERGY PHYSICS

RECAST — extending the impact of existing analyses

(2011) Kyle Cranmer et al.   JOURNAL OF HIGH ENERGY PHYSICS

Identifying boosted objects with N-subjettiness

(2011) Jesse Thaler et al.   JOURNAL OF HIGH ENERGY PHYSICS

Trial factors for the look elsewhere effect in high energy physics

(2010) Eilam Gross et al.   EUROPEAN PHYSICAL JOURNAL C

Global search for new physics with2.0  fb−1at CDF

(2009) T. Aaltonen et al.   PHYSICAL REVIEW D

A general search for new phenomena at HERA

(2009) F.D. Aaron et al.   PHYSICS LETTERS B

Herwig++ physics and manual

(2008) Manuel Bähr et al.   EUROPEAN PHYSICAL JOURNAL C

Model-independent and quasi-model-independent search for new physics at CDF

(2008) T. Aaltonen et al.   PHYSICAL REVIEW D

The anti-kt jet clustering algorithm

(2008) Matteo Cacciari et al.   JOURNAL OF HIGH ENERGY PHYSICS