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Unsupervised New Physics detection at 40 MHz: h^0 -> tau tau Signal Benchmark Dataset

Research datakeyboard_double_arrow_right Dataset 02 Jul 2021Publisher:ZenodoFunded by:EC | mPP
Authors: Aarrestad, Thea; Govorkova, Ekaterina; Ngadiuba, Jennifer; Puljak, Ema; Pierini, Maurizio; Wozniak, Kinga Anna;

doi: 10.5281/zenodo.5061633 , 10.5281/zenodo.7152614 , 10.5281/zenodo.5061632

Unsupervised New Physics detection at 40 MHz: h^0 -> tau tau Signal Benchmark Dataset

Abstract

Unsupervised New Physics detection at 40 MHz data challenge Signal Benchmark Dataset consisting of h^0 -> tau tau decays produced in collision events (simulation of LHC 13 TeV proton-proton collisions) pre-filtered by a requirement of a muon or electron with 23 GeV transverse momentum. Data format description available on the data challenge web page: https://mpp-hep.github.io/ADC2021/

Several bug fixes in dataset definition

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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