Anomaly detection from mass unspecific jet tagging

Tag N’ Train: a technique to train improved classifiers on unlabeled data

(2021) Oz Amram et al.   JOURNAL OF HIGH ENERGY PHYSICS

Adversarially Learned Anomaly Detection on CMS open data: re-discovering the top quark

(2021) O. Knapp et al.   European Physical Journal Plus

Mass Unspecific Supervised Tagging (MUST) for boosted jets

(2021) J. A. Aguilar-Saavedra et al.   JOURNAL OF HIGH ENERGY PHYSICS

Comparing weak- and unsupervised methods for resonant anomaly detection

(2021) Jack H. Collins et al.   EUROPEAN PHYSICAL JOURNAL C

Exotic diboson decays in the USSM

(2021) J. A. Aguilar-Saavedra et al.   EUROPEAN PHYSICAL JOURNAL C

Anomaly detection with convolutional Graph Neural Networks

(2021) Oliver Atkinson et al.   JOURNAL OF HIGH ENERGY PHYSICS

Better latent spaces for better autoencoders

(2021) Barry Dillon et al.   SciPost Physics

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

(2021) Gregor Kasieczka et al.   REPORTS ON PROGRESS IN PHYSICS

Jet tagging made easy

(2020) J. A. Aguilar-Saavedra et al.   EUROPEAN PHYSICAL JOURNAL C

Guiding new physics searches with unsupervised learning

(2019) Andrea De Simone 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

Adversarially-trained autoencoders for robust unsupervised new physics searches

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

The minimal stealth boson: models and benchmarks

(2019) J.A. Aguilar-Saavedra et al.   JOURNAL OF HIGH ENERGY PHYSICS

Recursive Soft Drop

(2018) Frédéric A. Dreyer et al.   JOURNAL OF HIGH ENERGY PHYSICS

Anomaly Detection for Resonant New Physics with Machine Learning

(2018) Jack Collins et al.   PHYSICAL REVIEW LETTERS

Stealth multiboson signals

(2017) J. A. Aguilar-Saavedra   EUROPEAN PHYSICAL JOURNAL C

LHC signals from cascade decays of warped vector resonances

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

How much information is in a jet?

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

A generic anti-QCD jet tagger

(2017) J. A. Aguilar-Saavedra et al.   JOURNAL OF HIGH ENERGY PHYSICS

Multiboson production in W ′ decays

(2016) J.A. Aguilar-Saavedra et al.   JOURNAL OF HIGH ENERGY PHYSICS

Triboson interpretations of the ATLAS diboson excess

(2015) J. A. Aguilar-Saavedra   JOURNAL OF HIGH ENERGY PHYSICS

FeynRules  2.0 — A complete toolbox for tree-level phenomenology

(2014) Adam Alloul et al.   COMPUTER PHYSICS COMMUNICATIONS

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

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

The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations

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

UFO – The Universal FeynRules Output

(2012) Céline Degrande et al.   COMPUTER PHYSICS COMMUNICATIONS

FastJet user manual

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

Identifying boosted objects with N-subjettiness

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

How good are your fits? Unbinned multivariate goodness-of-fit tests in high energy physics

(2010) M Williams   Journal of Instrumentation

A brief introduction to PYTHIA 8.1

(2008) Torbjörn Sjöstrand et al.   COMPUTER PHYSICS COMMUNICATIONS

The anti-kt jet clustering algorithm

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