94 citations · 693 across the 25 of their papers we have counts for
26 papers
Advances in developing deep neural networks for finding primary vertices in proton-proton collisions at the LHC
Simon Akar, Mohamed Elashri, Rocky Bala Garg +6
We are studying the use of deep neural networks (DNNs) to identify and locate primary vertices (PVs) in proton-proton collisions at the LHC. Earlier work focused on finding primary…
Comparing and improving hybrid deep learning algorithms for identifying and locating primary vertices
Simon Akar, Michael Peters, Henry Schreiner +2
Using deep neural networks to identify and locate proton-proton collision points, or primary vertices, in LHCb has been studied for several years. Preliminary results demonstrated…
Second Analysis Ecosystem Workshop Report
Mohamed Aly, Jackson Burzynski, Bryan Cardwell +66
The second workshop on the HEP Analysis Ecosystem took place 23-25 May 2022 at IJCLab in Orsay, to look at progress and continuing challenges in scaling up HEP analysis to meet the…
Progress in developing a hybrid deep learning algorithm for identifying and locating primary vertices
Simon Akar, Gowtham Atluri, Thomas Boettcher +7
The locations of proton-proton collision points in LHC experiments are called primary vertices (PVs). Preliminary results of a hybrid deep learning algorithm for identifying and lo…
Software Training in HEP
Sudhir Malik, Samuel Meehan, Kilian Lieret +44
Long term sustainability of the high energy physics (HEP) research software ecosystem is essential for the field. With upgrades and new facilities coming online throughout the 2020…
The Scikit HEP Project -- overview and prospects
Eduardo Rodrigues, Benjamin Krikler, Chris Burr +9
Scikit-HEP is a community-driven and community-oriented project with the goal of providing an ecosystem for particle physics data analysis in Python. Scikit-HEP is a toolset of app…
An updated hybrid deep learning algorithm for identifying and locating primary vertices
Simon Akar, Thomas J. Boettcher, Sarah Carl +5
We present an improved hybrid algorithm for vertexing, that combines deep learning with conventional methods. Even though the algorithm is a generic approach to vertex finding, we…
Study of the and states in decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +956
The decays are studied using a data set corresponding to an integrated luminosity of 9fb collected with the LHCb detector in proton-proton co…
Search for violation and observation of violation in decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +902
A search for violation in the decay is performed using LHCb data corresponding to an integrated luminosity of 6.6 collected in coll…
A hybrid deep learning approach to vertexing
Rui Fang, Henry F Schreiner, Michael D Sokoloff +2
In the transition to Run 3 in 2021, LHCb will undergo a major luminosity upgrade, going from 1.1 to 5.6 expected visible Primary Vertices (PVs) per event, and will adopt a purely s…
A comprehensive real-time analysis model at the LHCb experiment
R. Aaij, S. Benson, M. De Cian +10
An evolved real-time data processing strategy is proposed for high-energy physics experiments, and its implementation at the LHCb experiment is presented. The reduced event model a…
Observation of two resonances in the systems and precise measurement of and properties
LHCb collaboration, R. Aaij, C. Abellán Beteta +837
The first observation of two structures consistent with resonances in the final states and is reported using samples of collision data collected by the…
Study of production in Pb collisions at TeV
LHCb collaboration, R. Aaij, C. Abellán Beteta +840
The production of mesons () in Pb and Pb collisions at a centre-of-mass energy per nucleon pair TeV is measured by the LHCb experiment,…
Studies of the resonance structure in decays
LHCb collaboration, R. Aaij, B. Adeva +791
Amplitude models are constructed to describe the resonance structure of and decays using collision data co…
Search for the rare decay
LHCb collaboration, R. Aaij, B. Adeva +792
A search for the flavor-changing neutral-current decay is reported using a data set corresponding to an integrated luminosity of collected…
A measurement of the asymmetry difference in and decays
LHCb collaboration, R. Aaij, B. Adeva +791
The difference between the asymmetries in the decays and is presented. Proton-proton collision data t…
Updated determination of - mixing and CP violation parameters with decays
LHCb collaboration, R. Aaij, B. Adeva +792
We report measurements of charm-mixing parameters based on the decay-time-dependent ratio of to rates. The analysis uses a data sample of proton-pro…
First observation of decays and a search for decays
LHCb collaboration, R. Aaij, B. Adeva +797
A search for decays is performed using collision data corresponding to an integrated luminosity of 4.8 fb, collected at centre-of-mass ene…
GooFit 2.0
Henry Schreiner, Christoph Hasse, Bradley Hittle +3
The GooFit package provides physicists a simple, familiar syntax for manipulating probability density functions and performing fits, and is highly optimized for data analysis on NV…
Measurement of the production cross-section in pp collisions at 7 and 13 TeV
LHCb collaboration, R. Aaij, B. Adeva +796
The production of mesons is studied in collisions at centre-of-mass energies of 7 and 13 TeV, using decays and data samples correspon…
First observation of forward production in collisions at TeV
LHCb collaboration, R. Aaij, B. Adeva +804
The decay is reconstructed in collision data, corresponding to 2 fb of integrated luminosity, collected by the LHCb experiment at a centre-of-…
Measurement of the shape of the differential decay rate
LHCb collaboration, R. Aaij, B. Adeva +801
A measurement of the shape of the differential decay rate and the associated Isgur-Wise function for the decay is reported, using data corresponding to…
Improved limit on the branching fraction of the rare decay
LHCb collaboration, R. Aaij, B. Adeva +767
A search for the decay is performed, based on a data sample of proton-proton collisions corresponding to an integrated luminosity of 3 fb$^{-1…
Observation of charmless baryonic decays
LHCb collaboration, R. Aaij, B. Adeva +770
Decays of and mesons to the charmless baryonic final states , where and each denote a kaon or a pion, are searched fo…