“…THERMUS is a package of C++ classes and functions allowing statistical-thermal model analyses of particle production in relativistic heavy-ion collisions to be performed within the ROOT framework of analysis. Calculations are possible within three statistical ensembles; a grand-canonical treatment of the conserved charges B, S and Q, a fully canonical treatment of the conserved charges, and a mixed-canonical ensemble combining a canonical treatment of strangeness with a grand-canonical treatment of baryon number and electric charge. …”
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“…We clarify the state of integration in the ROOT framework and the induced change set. We explain how ROOT dictionaries are simplified due to the new interpreter.…”
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“…Clearly a fast execution is favoured.\\ The ROOT I/O mechanism is the main mechanism to populate the Transient Event Store. …”
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“…The normal subgroup structure of the automorphism group of such "spherically homogeneous" rooted trees is investigated in some detail. This work will be of interest to researchers in both dynamical systems and group theory.…”
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“…<!--HTML-->With ROOT it's possible to use any C++ library from Python without writing any bindings nor dictionaries: loading the library and injecting the relevant headers in the ROOT C++ interpreter is enough to guarantee interactive usage from within Python. …”
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“…ROOT is a C++ framework for data analysis provided with a Python interface (PyRoot). …”
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“…High energy physics data processing relying on ROOT is no exception. The recent parallelisation of LHC experiments’ software frameworks and the analysis of the ever increasing amount of collision data collected by experiments further emphasised this issue underlying the need of increasing the implicit parallelism expressed within the ROOT I/O. …”
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“…In this paper we explore the changes made to the CMS framework and our ROOT output module to overcome the previous scaling limits, using two new ROOT features the TBufferMerger asynchronous file merger, and Implicit Multi-Threading. …”
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“…ROOT is a data analysis framework used in many different experiments across CERN, and beyond. …”
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“…ROOT is an object-oriented framework aimed at solving the data analysis challenges of high-energy physics. …”
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“…Experiments at the Large Hadron Collider (LHC) produce tens of petabytes of new data in ROOT format per year that need to be processed and analysed. …”
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“…The Toolkit for Multivariate Analysis, TMVA, the machine learning package integrated into the ROOT data analysis framework, has recently seen improvements to its deep learning module, parallelisation of multivariate methods and cross validation. …”
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“…Widespread distributed processing of big datasets has been around for more than a decade now thanks to Hadoop, but only recently higher-level abstractions have been proposed for programmers to easily operate on those datasets, e.g. Spark. ROOT has joined that trend with its RDataFrame tool for declarative analysis, which currently supports local multi-threaded parallelisation. …”
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