CERN Accelerating science

Posters

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2017-08-29
09:14
Real-time alignment and reconstruction : performance and recent developments at the LHCb experiment
Reference: Poster-2017-595
Created: 2017. -1 p
Creator(s): Sokoloff, Michael David; Dziurda, Agnieszka; Grillo, Lucia

Pending.

Related links:
LHCb poster
© CERN Geneva

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2017-08-29
09:06
Machine learning based global particle indentification algorithms at LHCb experiment
Reference: Poster-2017-594
Created: 2017. -1 p
Creator(s): Derkach, Denis; Hushchyn, Mikhail; Likhomanenko, Tatiana; Rogozhnikov, Aleksei; Ratnikov, Fedor

One of the most important aspects of data processing at LHC experiments is the particle identification (PID) algorithm. In LHCb, several different sub-detector systems provide PID information: the Ring Imaging CHerenkov (RICH) detector, the hadronic and electromagnetic calorimeters, and the muon chambers. To improve charged particle identification, several neural networks including a deep architecture and gradient boosting have been applied to data. These new approaches provide higher identification efficiencies than existing implementations for all charged particle types. It is also necessary to achieve a flat dependency between efficiencies and spectator variables such as particle momentum, in order to reduce systematic uncertainties during later stages of data analysis. For this purpose, "flat” algorithms that guarantee the flatness property for efficiencies have also been developed. This talk presents this new approach based on machine learning and its performance.

Related links:
LHCb poster
© CERN Geneva

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2017-07-24
10:10
Publication Life Cycle at CERN Document Server
Reference: Poster-2017-593
Keywords:  Open Repositories  Invenio  CDS
Created: 2017. -1 p
Creator(s): Witowski, Sebastian; Gonzalez Lopez, Jose Benito; Costa, Flavio; Gabancho, Esteban; Marian, Ludmila [...]

This presentation guides listeners through all the stages of publication life cycle at CERN Document Server, from the ingestion using one of the various tools, through curation and processing, until the data is ready to be exported to other systems. It describes different tools that we are using to curate the incoming publications as well as to further improve the existing data on CDS. The second part of the talk goes through various challenges we have faced in the past and how we are going to overcome them in the new version of CDS.

Related links:
Open Repositories
© CERN Geneva

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2017-07-17
17:30
Python at CERN
Reference: Poster-2017-592
Keywords:  Python  CERN  PyROOT  SWAN  Invenio  Indico
Created: 2017. -1 p
Creator(s): Witowski, Sebastian

The Large Hadron Collider at CERN is producing 600 million collisions every second. Only 1 in a million collisions is interesting. It requires a fast programming language to analyze and filter this amount of data. Is Python such a language? No, it’s not. Does it mean there is no place for Python in one of the largest scientific facilities in the world? Quite the contrary. The ease of use and a very low learning curve makes Python a perfect programming language for many physicists and other people without the computer science background. CERN does not only produce large amounts of data. The interesting bits of data have to be stored, analyzed, shared and published. Work of many scientists across various research facilities around the world has to be synchronized. This is the area where Python flourishes. And with CERN’s pursuit to create and use open source software, many interesting projects were born. To facilitate the analysis of data, ROOT framework [https://root.cern.ch/] was created. It’s a C++ framework focused on big data processing, statistical analysis, visualization and storage. It has been around for more than 20 years, but since nowadays more and more scientists have at least basic Python knowledge, the PyROOT project [https://root.cern.ch/pyroot] was born. PyROOT is a Python extension module that allows users to interact with ROOT from Python interpreter. It combines the ease of use of Python with the powerful capabilities of the ROOT framework. All the discoveries, small and big ones, results in thousands of publications that has to go through the whole publication workflow. For that purpose, a digital library framework called Invenio was created [http://invenio-software.org/]. It can be used to easily build your own fully customized digital library, institutional repository, multimedia archive, or research data repository on the web. Some examples of websites build with Invenio are: https://zenodo.org/, https://cds.cern.ch/ or https://analysispreservation.cern.ch/. Another of CERN’s missions is to share the knowledge, and that can be done through various lectures, workshops and conferences. All those events can easily be organized with the help of Indico [http://indico-software.org/]. Indico comes also with a room booking module and can be easily integrated with various collaborative tools.

Related links:
EuroPython 2017
© CERN Geneva

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2017-07-07
16:10
Thermal study and design of a cooling system for the electronics boards of the LHCb SciFi tracker
Reference: Poster-2017-591
Created: 2017. -1 p
Creator(s): Hamrat, Sonia

The LHCb detector, one of the four large LHC detectors, has launched a major upgrade program with the goal to enormously boost the rate and selectivity of the data taking. The LHCb upgrade comprises the complete replacement of several sub-detectors, the substantial upgrade of the front-end electronics and the introduction of a new paradigm, namely the suppression of a hardware trigger by reading out the whole experiment synchronously at a rate of 40 MHz. The high readout frequency, unprecedented in a particle physics experiment, and the harsh radiation environment related to the increased LHC intensity, are the major challenges to be addressed by the new sub-detectors. The development and construction of a new large-scale tracking detector, based on a novel scintillating fibre (SciFi) technology, read out with silicon photomultipliers (SiPM), is one of the key projects of the LHCb upgrade program. The LHCb SciFi detector will count more than 500,000 channels. It is composed of 12 layers arranged in 3 tracking stations each with 4 planes of scintillating fiber modules and with a total sensitive area of about 340 m2. It is necessary to design an on-detector electronics allowing to readout the detector at 40MHz and to transmit the data at this frequency to the data acquisition system. The most challenging part for the FE electronics is the signal digitisation. A new front-end ASIC with 128 channels, the number of channels of a SiPM, is being developed to process and digitise the analogue signal from the SiPM. The hit position of the particle needs to be computed with a spatial resolution less than 100 μm. Four functions will be required to achieve this: amplification, shaping, integrating and digitisation. The boards hosting the ASIC and the clustering FPGAs, including the customised FPGA firmware are under design. Two front-end boards are used to read out half a SciFi module made of 2.5 m long fibre mats and are host in a Read Out Box (ROB). The power consumption of the boards in a ROB is around 120 W. In order to ensure the proper functioning of electronic components, it is mandatory to design a compact and efficient cooling system. It is worthwhile to notice that SiPM, which are connected to the electronics via flex cables, are located in the vicinity and their operating temperature must be regulated perfectly around -40° C. The first step to design the electronics cooling is to evaluate the energy balance of the electronic boards and to study the different cooling systems that may be appropriate. Once the modeling is done, the model is simulated with the FloTHERM and ANSYS softwares to find the more appropriate solution. The cooling system will be based on a demineralized water cooling system already existing in the LHCb cavern, but which will have to be redesigned to cope with the higher power consumption of the electronics, working at 19°C. Pipes going along the detector and through cooling blocks in Al or Cu will serve 5 or 6 ROB depending on the location. The electronic boards will be mounted on a radiator in Al which is screwed to two cooling blocks. The study of the cooling system has shown that it is more than necessary to integrate thermal interfaces such as thermal pastes in order to ensure a better thermal conductivity between the electronic components and the cooler. These interfaces are a delicate point of heat transfer because they can have several tens of percent of the overall thermal resistance. They therefore require a thorough knowledge of their behavior at thermal stresses, as well as their exposure to neutron and other radiation in which they will be surrounded during the operation of the experiment. In order to guarantee an adequate and durable use of these materials, several parameters have to be checked, in particular the hardness, the consistency (no grease or oil production) and the thermal conductivity. Thermal and radiation tests are therefore necessary in order to verify the resistance of the materials over the total duration considered for the detector, as well as hardness and thermal conductivity. Thermal conductivity measurement is an important and complicated part of the process. The appropriate method for measuring the thermal conductivity or thermal resistance of the interface material is based on ASTM D5470. A dedicated setup has been designed to perform these measurements. Prototypes of the different parts of the cooling system and of the electronics have been designed and built. Several tests have been conducted and the performances achieved will be presented.

Related links:
Forum on Tracking Detector Mechanics 2017
© CERN Geneva

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2017-07-05
17:28
Using Invenio for managing and running open data repositories
Reference: Poster-2017-590
Created: 2017. -1 p
Creator(s): Simko, Tibor; Kuncar, Jiri; Nielsen, Lars Holm

We present how a research data repository manager can build custom open data solutions to ingest, describe, preserve, and disseminate the open research environments, datasets and software using the Invenio digital library framework. We discuss a concrete use case example of the CERN Open Data and Zenodo services, describing technological challenges in preparing large sets of data for general public. We address the questions of efficient linking and sharing of large quantities of data without unnecessary duplication on the backend, the role of the file transfer protocols, as well as the means to visualise data to make it more accessible and interactive for general public. The technological challenges and discussed solutions can be applied to any research discipline outside the domain of particle physics.

© CERN Geneva

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2017-06-12
14:12
CDSLabs: Towards the Next Generation CERN Institutional Repository
Reference: Poster-2017-589
Keywords:  Collaborative tools  Invenio  CDS  CERN Document Server  Institutional Repository
Created: 2016. -1 p
Creator(s): Marian, Ludmila; Gabancho, Esteban; Tzovanakis, Harris; Witowski, Sebastian

CERN Document Server (CDS) is the CERN Institutional Repository, playing a key role in the storage, dissemination and archival for all research material published at CERN, as well as multimedia and some administrative documents. As the CERN’s document hub, it joins together submission and publication workflows dedicated to the CERN experiments, but also to the video and photo teams, to the administrative groups, as well as outreach groups. In the past year, Invenio, the underlying software platform for CDS, has been undergoing major changes, transitioning from a digital library system to a digital library framework, and moving to a new software stack (Invenio is now built on top of the Flask web development framework, using Jinja2 template engine, SQLAlchemy ORM, JSONSchema data model, and Elasticsearch for information retrieval). In order to reflect these changes on CDS, we are launching a parallel service, CDSLabs, with the goal of offering our users a continuous view of the reshaping of CDS, as well as increasing the feedback from the community in the development phase, rather than after release.

© CERN Geneva

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2017-05-22
12:08
Measurements of charm mixing and $CP$ violation using $D^0 \to K^\pm \pi^\mp$ decays
Reference: Poster-2017-588
Keywords:  LHCb
Created: 2017. -1 p
Creator(s): Davis, Adam

Measurements of charm mixing and $CP$ violation parameters from the decay-time-dependent ratio of $ D^0 \to K^+ \pi^- $ to $ D^0 \to K^- \pi^+ $ decay rates and the charge-conjugate ratio are reported. The analysis uses $\overline{B}\to D^{*+} \mu^- X$, and charge-conjugate decays, where $D^{*+}\to D^0\pi^+$, and $D^0\to K^{\mp} \pi^{\pm}$. The $pp$ collision data are recorded by the \lhcb experiment at center-of-mass energies $\sqrt{s}$ = 7 and 8 TeV corresponding to an integrated luminosity of 3~fb$^{-1}$ The data are analyzed under three hypotheses: (i) mixing assuming $CP$ symmetry, (ii) mixing assuming no direct $CP$ violation in the Cabibbo-favored or doubly Cabibbo-suppressed decay amplitudes, and (iii) mixing allowing either direct $CP$ violation and/or $CP$ violation in the superpositions of flavor eigenstates defining the mass eigenstates. The data are also combined with those from a previous LHCb study of $D^0\to K \pi$ decays from a disjoint set of $ D^{*+} $ candidates produced directly in $pp$ collisions. In all cases, the data are consistent with the hypothesis of $CP$ symmetry.

Related links:
LHCP2017
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2017-05-22
11:34
Measurements of the $CP$ violating phase $\phi_s$ at LHCb
Reference: Poster-2017-587
Keywords:  LHCb
Created: 2017. -1 p
Creator(s): Wang, Mengzhen

The measurement of the mixing-induced CP-violating phase $\phi_s$ in the Bs-Bsbar system is one of the key goals of the LHCb experiment. It has been measured at LHCb exploiting the Run I data set and using several decay channels. The poster shows the most recent results obtained analyzing $B_s^0 \to J/\psi K^+K^-$ candidates in the mass region above the $\phi(1020)$ resonance. The poster also shows previous measurements obtained analyzing the golden channel, $B_s^0 \to J/\psi K^+K^-$ in $\phi(1020)$ region, and $B_s^0 \to J/\psi \pi^+ \pi^-$. Finally, a combination of those studies is presented.

Related links:
LHCP2017
© CERN Geneva

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2017-03-10
15:58
Expanding Model Independent Approaches for Measuring the CKM angle $\gamma$ at LHCb
Reference: Poster-2017-586
Created: 2017. -1 p
Creator(s): Prouve, Claire

Model independent approaches to measuring the CKM angle $\gamma$ in $B\rightarrow DK$ decays at LHCb are explored. In particular, we consider the case where the $D$ meson decays into a final state with four hadrons. Using four-body final states such as $\pi^+ \pi^- \pi^+ \pi^-$, $K^+ \pi^- \pi^+ \pi^-$ and $K^+ K^- \pi^+ \pi^-$ in addition to traditional 2 and 3 body states and has the potential to significantly improve to the overall constraint on $\gamma$. There is a significant systematic uncertainty associated with modelling the complex phase of the $D$ decay amplitude across the five-dimensional phase space of the four body decay. It is therefore important to replace these model-dependent quantities with model-independent parameters as input for the $\gamma$ measurement. These model independent parameters have been measured using quantum-correlated $\psi(3770) \rightarrow D^0 \overline{D^0}$ decays collected by the CLEO-c experiment, and, for $D\rightarrow K^+ \pi^- \pi^+ \pi^-$, with $D^0-\overline{D^0}$ mixing at LHCb. This poster will give a brief overview the status and prospects of $\gamma$ measurements with $B\rightarrow DK$, $D\rightarrow$ 4-body using a combination of LHCb and charm factory data, with focus on the $D$ meson decays to four pions.

Related links:
LHCC Poster Session
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Open Days 2013 Posters (58)