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HEP.TrkX [Vidyo] / Anderson, Dustin James (speaker) (California Institute of Technology (US))
Reconstruction of charged particle tracks is a central task in the processing of physics data at the LHC and other colliders. Current state-of-the-art tracking algorithms are based on the Kalman filter and have seen great success both offline and at trigger level. [...]
2017 - 1253. Machine Learning; IML Machine Learning Workshop External links: Talk details; Event details In : IML Machine Learning Workshop
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Data Scouting in CMS / Anderson, Dustin James (Caltech) /CMS Collaboration
In 2011, the CMS collaboration introduced Data Scouting as a way to produce physics results with events that cannot be stored on disk, due to resource limits in the data acquisition and offline infrastructure. The viability of this technique was demonstrated in 2012, when 18 fb$^{-1}$ of collision data at $\sqrt{s}$ = 8 TeV were collected. [...]
CMS-CR-2016-339.- Geneva : CERN, 2016 - 7 p. - Published in : PoS ICHEP2016 (2016) 190 Fulltext: PDF;
In : 38th International Conference on High Energy Physics, Chicago, IL, USA, 03 - 10 Aug 2016, pp.190
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The ATLAS fast tracker processor design / Volpi, Guido (INFN, Pisa ; Pisa U.) ; Adelman, Jahred (Yale U.) ; Albicocco, Pietro (Frascati) ; Alison, John (Pennsylvania U.) ; Ancu, Lucian Stefan (Geneva U.) ; Anderson, James (JIVE, Dwingeloo) ; Andari, Nansi (Tours U., CNRS) ; Andreani, Alessandro (INFN, Milan Bicocca ; Milan Bicocca U.) ; Andreazza, Attilio (INFN, Milan ; Milan U.) ; Annovi, Alberto (INFN, Pisa) et al.
The extended use of tracking information at the trigger level in the LHC is crucial for the trigger and data acquisition (TDAQ) system to fulfill its task. Precise and fast tracking is important to identify specific decay products of the Higgs boson or new phenomena, as well as to distinguish the contributions coming from the many collisions that occur at every bunch crossing. [...]
SISSA, 2015 - 10 p. - Published in : PoS VERTEX2015 (2015) 040 Fulltext: PDF; External link: Published version from PoS
In : 24th International Workshop on Vertex Detectors, Santa Fe, NM, USA, 1 - 5 Jun 2015, pp.040
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Real Time Processing / GLIGOROV, Vladimir (speaker) (CERN) ; ANDERSON, Dustin James (speaker) (California Institute of Technology (US)) ; DOGLIONI, Caterina (speaker) (Lund University (SE))
The LHC provides experiments with an unprecedented amount of data. Experimental collaborations need to meet storage and computing requirements for the analysis of this data: this is often a limiting factor in the physics program that would be achievable if the whole dataset could be analysed. [...]
2015 - 2055. LPCC Workshops; Data Science @ LHC 2015 Workshop External links: Talk details; Event details In : Data Science @ LHC 2015 Workshop
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A Tale of Two Vertices : Production and Decay of the Higgs VV Vertex at the LHC / Anderson, Ian James
In July 2012, a Higgs-like boson was observed jointly at CMS and ATLAS at CERN's Large Hadron Collider [...]
CERN-THESIS-2015-094 - 216 p.

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