Academic literature on the topic 'Monte Carlo event generators'

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Journal articles on the topic "Monte Carlo event generators"

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Gieseke, Stefan. "Monte Carlo Event Generators." Nuclear Physics B - Proceedings Supplements 222-224 (January 2012): 174–86. http://dx.doi.org/10.1016/j.nuclphysbps.2012.03.018.

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Webber, Bryan. "Parton shower Monte Carlo event generators." Scholarpedia 6, no. 12 (2011): 10662. http://dx.doi.org/10.4249/scholarpedia.10662.

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Collins, John C. "Spin correlations in Monte Carlo event generators." Nuclear Physics B 304 (January 1988): 794–804. http://dx.doi.org/10.1016/0550-3213(88)90654-2.

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Schönherr, Marek. "Recent developments in Monte-Carlo Event Generators." EPJ Web of Conferences 120 (2016): 05002. http://dx.doi.org/10.1051/epjconf/201612005002.

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Verbytskyi, Andrii, Andy Buckley, David Grellscheid, Dima Konstantinov, James William Monk, Leif Lönnblad, Tomasz Przedzinski, and Witold Pokorski. "HepMC3 Event Record Library for Monte Carlo Event Generators." Journal of Physics: Conference Series 1525 (April 2020): 012017. http://dx.doi.org/10.1088/1742-6596/1525/1/012017.

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Buckley, Andy, Philip Ilten, Dmitri Konstantinov, Leif Lönnblad, James Monk, Witold Pokorski, Tomasz Przedzinski, and Andrii Verbytskyi. "The HepMC3 event record library for Monte Carlo event generators." Computer Physics Communications 260 (March 2021): 107310. http://dx.doi.org/10.1016/j.cpc.2020.107310.

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Collins, John C., and Xiaomin Zu. "Parton distribution functions suitable for Monte-Carlo event generators." Journal of High Energy Physics 2002, no. 06 (June 10, 2002): 018. http://dx.doi.org/10.1088/1126-6708/2002/06/018.

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Krishnamoorthy, Mohan, Holger Schulz, Xiangyang Ju, Wenjing Wang, Sven Leyffer, Zachary Marshall, Stephen Mrenna, Juliane Müller, and James B. Kowalkowski. "Apprentice for Event Generator Tuning." EPJ Web of Conferences 251 (2021): 03060. http://dx.doi.org/10.1051/epjconf/202125103060.

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APPRENTICE is a tool developed for event generator tuning. It contains a range of conceptual improvements and extensions over the tuning tool Professor. Its core functionality remains the construction of a multivariate analytic surrogate model to computationally expensive Monte-Carlo event generator predictions. The surrogate model is used for numerical optimization in chi-square minimization and likelihood evaluation. Apprentice also introduces algorithms to automate the selection of observable weights to minimize the effect of mis-modeling in the event generators. We illustrate our improvements for the task of MC-generator tuning and limit setting.
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Galoyan, A. S., and V. V. Uzhinsky. "Monte Carlo event generators for NICA/MPD and CBM experiments." Bulletin of the Russian Academy of Sciences: Physics 80, no. 3 (March 2016): 333–37. http://dx.doi.org/10.3103/s1062873816030138.

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Winter, Jan, Peter Z. Skands, and Bryan R. Webber. "Monte Carlo event generators & the top quark forward-backward asymmetry." EPJ Web of Conferences 49 (2013): 17001. http://dx.doi.org/10.1051/epjconf/20134917001.

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Dissertations / Theses on the topic "Monte Carlo event generators"

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Nail, Graeme. "Quantum chromodynamics : simulation in Monte Carlo event generators." Thesis, University of Manchester, 2018. https://www.research.manchester.ac.uk/portal/en/theses/quantum-chromodynamics-simulation-in-monte-carlo-event-generators(46dc6f2e-1552-4dfa-b435-9608932a3261).html.

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This thesis contains the work of two recent developments in the Herwig general purpose event genrator. Firstly, the results from an new implementation of the KrkNLO method in the Herwig event generator are presented. This method allows enables the generation of matched next-to-leading order plus parton shower events through the application of simple positive weights to showered leading order events. This simplicity is achieved by the construction Monte Carlo scheme parton distribution functions. This implementation contains the necessary components to simulation Drell-Yan production as well as Higgs production via gluon fusion. This is used to generate the first differential Higgs results using this method. The results from this implementation are shown to be comparable with predictions from the well established approaches of POWHEG and MC@NLO. The predictions from KrkNLO are found to closely resemble the original configuration for POWHEG. Secondly, a benchmark study focussing on the source of perturbative uncertainties in parton showers is presented. The study employs leading order plus parton shower simulations as a starting point in order to establish a baseline set of controllable uncertainties. The aim of which is to build an understanding of the uncertainties associated with a full simulation which includes higher-order corrections and interplay with non- perturbative models. The uncertainty estimates for a number of benchmark processes are presented. The requirement that these estimates be consistent across the two distinct parton show implementations in Herwig provided an important measure to assess the quality of these uncertainty estimates. The profile scale choice is seen to be an important consideration with the power and hfact displaying inconsistencies between the showers. The resummation profile scale is shown to deliver consistent predictions for the central value and uncertainty bands.
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Schälicke, Andreas. "Event generation at hadron colliders." Doctoral thesis, Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden, 2005. http://nbn-resolving.de/urn:nbn:de:swb:14-1122466458074-11492.

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Diese Arbeit befasst sich mit der Simulation von hochenergetischen Hadron-Kollisionsexperimenten, wie sie im Moment am Tevatron (Fermilab) durchgeführt werden und in naher Zukunft am Large Hadron Collider (LHC) am CERN zu erwarten sind. Für die Beschreibung dieser Experimente wird ein Algorithmus untersucht, der es ermöglicht, exakte Multijet-Matrixelemente auf Baumgraphenniveau in die Simulation einzubeziehen und so die Qualität der Vorhersage deutlich zu verbessern. Die Implementierung dieses Algorithmus in den Eventgenerator "SHERPA" und die Erweiterung des Parton Showers in diesem Programm ist das Hauptthema dieser Arbeit. Die Ergebnisse werden mit experimentellen Daten und mit anderen Simulationen verglichen
This work deals with the accurate simulation of high energy hadron-hadron-collision experiments, as they are currently performed at Fermilab Tevatron or as they are expected at the Large Hadron Collider at CERN. For a precise description of these experiments an algorithm is investigated, which enables the inclusion of exact multi-jet matrix elements in the simulation. The implementation of this algorithm in the event generator "SHERPA" and the extension of its parton shower is the main topic of this work. The results are compared with those of other simulation programs and with experimental data
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Siódmok, Andrzej. "Theoretical predictions for the Drell-Yan process through a Monte Carlo event generator." Paris 6, 2010. http://www.theses.fr/2010PA066666.

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Ce travail porte sur l'étude du processus de Drell-Yan (DY) dans les collisions hadroniques, qui est très important pour le programme expérimental du Grand Collisionneur de Hadrons (LHC). Nous présentons le calcul des effets de rayonnement multiphotonique dans les désintégrations leptoniques du boson Z dans le cadre de l'exponentiation exclusive de Yennie, Frautschi et Suura. Ce calcul est mis en œuvre dans le code ZINHAC, qui est un générateur de Monte Carlo en C++ implémentant une description précise du processus de DY par courant neutre avec états finaux leptoniques. Nous nous concentrons ensuite sur les corrections QCD au spectre en impulsion transverse (pT) des bosons vecteurs dans les processus DY. Nous présentons un nouveau modèle non perturbatif d'émission de gluons dans l'évolution d'un parton initial en gerbe de particules. Ce modèle donne une bonne description du spectre en pT des bosons Z pour les données des expériences passées, sur une large gamme d'énergie dans le centre de masse. La modélisation de la distribution en pT des bosons Z au LHC est également présentée et comparée avec d'autres approches. Nous nous attachons enfin à la mesure de la masse du boson W(MW). Nous trouvons que plusieurs sources d'erreurs importantes ont été négligées par les analyses antérieures effectuées par les collaborations expérimentales du LHC. Pour la première fois, nous évaluons la sensibilité de la masse du W à ces effets. Cette évaluation montre que pour atteindre la précision espérée sur MW au LHC, des stratégies novatrices de mesure doivent être développées. Nous présentons deux exemples de ces stratégies
This work concerns the study of the Drell-Yan (DY) process in hadronic collisions which is a very important process for the experimental program at the Large Hadron Collider (LHC). In the first chapter we present the calculation of multiphoton radiation effects in leptonic Z-boson decays in the framework of the Yennie-Frautschi-Suura exclusive exponentiation. This calculation is implemented in the ZINHAC program, written in C++, which is a dedicated Monte Carlo event generator for precision description of the neutral-current DY process, i. E. Z/gamma production with leptonic decays in hadronic collisions. In the second chapter we concentrate on the QCD corrections to the transverse momentum (pT) spectrum of vector bosons in the DY processes. We present a new model of non-perturbative gluon emission in an initial-state parton shower. This model gives a good description of pT spectrum of Z boson for the data taken in previous experiments over a wide range of CM energy. The model's prediction for the pT distribution of the Z bosons for the LHC is also presented and used for a comparison with other approaches. In the third chapter we focus our attention on the measurement of the W-boson mass (MW). The result of this investigation shows that several important sources of errors have been neglected in all the previous analyses performed by the LHC experimental Collaborations. For the very first time the precision of MW is evaluated in the presence of these effects. This evaluation shows that in order to reach a desired precision of MW at the LHC, novel measurement strategies must be developed. We provide two examples of such strategies
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Kuhn, Ralf. "Event generation at lepton colliders." Doctoral thesis, Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden, 2002. http://nbn-resolving.de/urn:nbn:de:swb:14-1033454996140-50042.

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The Monte-Carlo simulation package APACIC++/AMEGIC++ is able to describe current and future electron-positron annihilation experiments, namely the LEP collider at CERN and the TESLA collider at DESY. APACIC++ is responsible for the complete generation of one event and AMEGIC++ deals with the exact calculation of matrix elements. The development of both programs was the major task of my thesis
Das Monte Carlo Simulationspaket APACIC++/AMEGIC++ ist in der Lage Elektron-Positron Annihilationsexperimente wie sie bei Lep am Cern stattfanden und zukuenftig an einem Linearbeschleuniger, z.B. Tesla am Desy durchgefuehrt werden zu beschreiben. Dabei ist APACIC++ verantwortlich fuer die gesamte Generierung eines Ereignisses und AMEGIC++ ein dedizierter Matrixelement-Generator. Die Entwicklung beider Programme war das Hauptthema meiner Dissertation
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Winter, Jan-Christopher. "QCD jet evolution at high and low scales." Doctoral thesis, Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden, 2008. http://nbn-resolving.de/urn:nbn:de:bsz:14-ds-1208912443778-27732.

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This thesis deals with a broad range of aspects that concern the simulation of QCD jet physics by Monte Carlo event generators. Phenomenological work is presented in validating the CKKW approach for merging tree-level matrix elements and parton showers. In the second part the main project is documented comprising the definition, realization and verification of a new QCD colour-dipole cascade. Finally, a new cluster-hadronization model is introduced.
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Winter, Jan-Christopher. "QCD jet evolution at high and low scales." Doctoral thesis, Technische Universität Dresden, 2007. https://tud.qucosa.de/id/qucosa%3A23602.

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This thesis deals with a broad range of aspects that concern the simulation of QCD jet physics by Monte Carlo event generators. Phenomenological work is presented in validating the CKKW approach for merging tree-level matrix elements and parton showers. In the second part the main project is documented comprising the definition, realization and verification of a new QCD colour-dipole cascade. Finally, a new cluster-hadronization model is introduced.
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Popov, Dmitry [Verfasser], Michael [Akademischer Betreuer] Schmelling, and Werner [Gutachter] Hofmann. "Development of the Monte Carlo event generator tuning software package Lagrange and its application to tune the PYTHIA model to the LHCb data / Dmitry Popov. Betreuer: Michael Schmelling. Gutachter: Werner Hofmann." Dortmund : Universitätsbibliothek Dortmund, 2014. http://d-nb.info/1107051576/34.

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Ramnath, Andrecia. "Exclusive J/Ψ Vector-Meson production in high-energy nuclear collisions: a cross-section determinaton in the Colour Glass Condensate effective field theory and a feasibility study using the STARlight Monte Carlo event generator." Master's thesis, University of Cape Town, 2014. http://hdl.handle.net/11427/9214.

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The cross-section calculation for exclusive J /Ψ vector-meson production in ultra-peripheral heavy ion collisions is approached in two ways. First, the setup for a theoretical calculation is done in the context of the Colour Glass Condensate effective field theory. Rapidity-averaged n-point correlators are used to describe the strong interaction part of this process. The JIMWLK equation can be used to predict the energy evolution of a correlator. In order to facilitate practical calculations, an approximation scheme must be employed. The Gaussian Truncation is one such method, which approximates correlators in terms of new 2-point functions. This work takes the first step beyond this truncation scheme by considering higher-order n-point functions in the approximation. An expression for the cross-section is written, which takes parametrised 2- and 4-point correlators as input. This expression can be used as the basis for a full cross-section calculation. The second part of the thesis is a feasibility study using Monte Carlo simulations done by the STARlight event generator. A prediction is made for how many exclusive J /Ψ vector-mesons are expected to be detected by ATLAS in a data set corresponding to 160 μb−1 total integrated luminosity. It is found that the muon reconstruction efficiencies for low pT muons is too poor in ATLAS to do this analysis effectively. On the order of 150 candidate events are expected from all the Pb-Pb collision data collected in 2011. The feasibility study acts as a preliminary investigation for a full cross-section measurement using ATLAS collision data. Once this is completed, it can be compared with the theoretical prediction for the cross-section.
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Siegert, Frank. "Monte-Carlo event generation for the LHC." Thesis, Durham University, 2010. http://etheses.dur.ac.uk/484/.

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This thesis discusses recent developments for the simulation of particle physics in the light of the start-up of the Large Hadron Collider. Simulation programs for fully exclusive events, dubbed Monte-Carlo event generators, are improved in areas related to the perturbative as well as non-perturbative regions of strong interactions. A short introduction to the main principles of event generation is given to serve as a basis for the following discussion. An existing algorithm for the correction of parton-shower emissions with the help of exact tree-level matrix elements is revisited and significantly improved as attested by first results. In a next step, an automated implementation of the POWHEG method is presented. It allows for the combination of parton showers with full next-to-leading order QCD calculations and has been tested in several processes. These two methods are then combined into a more powerful framework which allows to correct a parton shower with full next-to-leading order matrix elements and higher-order tree-level matrix elements at the same time. Turning to the non-perturbative aspects of event generation, a tuning of the Pythia event generator within the Monte-Carlo working group of the ATLAS experiment is presented. It is based on early ATLAS minimum bias measurements obtained with minimal model dependence. The parts of the detector relevant for these measurements are briefly explained. Throughout the thesis, results obtained with the improvements are compared to experimental measurements.
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Suzuki, Yuya. "Rare-event Simulation with Markov Chain Monte Carlo." Thesis, KTH, Matematisk statistik, 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-138950.

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In this thesis, we consider random sums with heavy-tailed increments. By the term random sum, we mean a sum of random variables where the number of summands is also random. Our interest is to analyse the tail behaviour of random sums and to construct an efficient method to calculate quantiles. For the sake of efficiency, we simulate rare-events (tail-events) using a Markov chain Monte Carlo (MCMC) method. The asymptotic behaviour of sum and the maximum of heavy-tailed random sums is identical. Therefore we compare random sum and maximum value for various distributions, to investigate from which point one can use the asymptotic approximation. Furthermore, we propose a new method to estimate quantiles and the estimator is shown to be efficient.
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Books on the topic "Monte Carlo event generators"

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Rubino, Gerardo, and Bruno Tuffin, eds. Rare Event Simulation using Monte Carlo Methods. Chichester, UK: John Wiley & Sons, Ltd, 2009. http://dx.doi.org/10.1002/9780470745403.

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Niederreiter, Harald. Random numbergeneration and quasi-Monte Carlo methods. Philadelphia, Pa: Society for Industrial and Applied Mathematics, 1992.

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István, Deák. Random number generators and simulation. Budapest: Akadémiai Kiadó, 1990.

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Random number generation and Monte Carlo methods. New York: Springer, 1998.

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Random number generation and Monte Carlo methods. 2nd ed. New York: Springer-Verlag, 2003.

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Random number generation and quasi-Monte Carlo methods. Philadelphia, Pa: Society for Industrial and Applied Mathematics, 1992.

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István, Deák. Véletlenszám-generátorok és alkalmazásuk. Budapest: Akadémiai Kiadó, 1986.

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Uniform random numbers: Theory and practice. Boston, Mass: Kluwer Academic Publishers, 1995.

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Rubino, Gerardo, and Bruno Tuffin. Rare Event Simulation Using Monte Carlo Methods. Wiley & Sons, Incorporated, John, 2009.

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1955-, Rubino Gerardo, and Tuffin Bruno, eds. Rare event simulation using Monte Carlo methods. Hoboken, N.J: Wiley, 2009.

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Book chapters on the topic "Monte Carlo event generators"

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Seymour, Michael H., and Marilyn Marx. "Monte Carlo Event Generators." In LHC Phenomenology, 287–319. Cham: Springer International Publishing, 2014. http://dx.doi.org/10.1007/978-3-319-05362-2_8.

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Ranft, J. "Hadronic Collisions: Physics, Models and Event Generators." In Advanced Monte Carlo for Radiation Physics, Particle Transport Simulation and Applications, 1021–26. Berlin, Heidelberg: Springer Berlin Heidelberg, 2001. http://dx.doi.org/10.1007/978-3-642-18211-2_164.

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Roesler, S., R. Engel, and J. Ranft. "The Monte Carlo Event Generator DPMJET-III." In Advanced Monte Carlo for Radiation Physics, Particle Transport Simulation and Applications, 1033–38. Berlin, Heidelberg: Springer Berlin Heidelberg, 2001. http://dx.doi.org/10.1007/978-3-642-18211-2_166.

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Deng, Lih-Yuan, Jyh-Jen Horng Shiau, and Gwei-Hung Tsai. "Parallel Random Number Generators Based on Large Order Multiple Recursive Generators." In Monte Carlo and Quasi-Monte Carlo Methods 2008, 289–96. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009. http://dx.doi.org/10.1007/978-3-642-04107-5_17.

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Matsumoto, Makoto, and Takuji Nishimura. "Dynamic Creation of Pseudorandom Number Generators." In Monte-Carlo and Quasi-Monte Carlo Methods 1998, 56–69. Berlin, Heidelberg: Springer Berlin Heidelberg, 2000. http://dx.doi.org/10.1007/978-3-642-59657-5_3.

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L’Ecuyer, Pierre. "Random Number Generators and Empirical Tests." In Monte Carlo and Quasi-Monte Carlo Methods 1996, 124–38. New York, NY: Springer New York, 1998. http://dx.doi.org/10.1007/978-1-4612-1690-2_7.

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Strandt, Sibylle. "Quadratic Congruential Generators With Odd Composite Modulus." In Monte Carlo and Quasi-Monte Carlo Methods 1996, 415–26. New York, NY: Springer New York, 1998. http://dx.doi.org/10.1007/978-1-4612-1690-2_29.

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Thomopoulos, Nick T. "Random Number Generators." In Essentials of Monte Carlo Simulation, 9–14. New York, NY: Springer New York, 2012. http://dx.doi.org/10.1007/978-1-4614-6022-0_2.

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Entacher, Karl, Peter Hellekalek, and Pierre L’Ecuyer. "Quasi-Monte Carlo Node Sets from Linear Congruential Generators." In Monte-Carlo and Quasi-Monte Carlo Methods 1998, 188–98. Berlin, Heidelberg: Springer Berlin Heidelberg, 2000. http://dx.doi.org/10.1007/978-3-642-59657-5_12.

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Deng, Lih-Yuan. "Issues on Computer Search for Large Order Multiple Recursive Generators." In Monte Carlo and Quasi-Monte Carlo Methods 2006, 251–61. Berlin, Heidelberg: Springer Berlin Heidelberg, 2008. http://dx.doi.org/10.1007/978-3-540-74496-2_14.

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Conference papers on the topic "Monte Carlo event generators"

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Frixione, Stefano. "Monte Carlo event generators." In DEEP INELASTIC SCATTERING: 13th International Workshop on Deep Inelastic Scattering; DIS 2005. AIP, 2005. http://dx.doi.org/10.1063/1.2122130.

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Dytman, Steven, B. S. Acharya, Maury Goodman, and Naba K. Mondal. "Monte Carlo Event Generators." In 12TH INTERNATIONAL WORKSHOP ON NEUTRINO FACTORIES, SUPERBEAMS, AND BETABEAMS: NuFact10. AIP, 2011. http://dx.doi.org/10.1063/1.3644298.

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Hautmann, Francesco. "TMDs and Monte Carlo Event Generators." In 23rd International Spin Physics Symposium. Trieste, Italy: Sissa Medialab, 2019. http://dx.doi.org/10.22323/1.346.0059.

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NAGY, ZOLTÁN, and DAVISON E. SOPER. "QCD AND MONTE CARLO EVENT GENERATORS." In Proceedings of the 14th International Workshop. WORLD SCIENTIFIC, 2007. http://dx.doi.org/10.1142/9789812706706_0008.

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Luisoni, Gionata. "Interfacing GoSam with Monte Carlo event generators." In 11th International Symposium on Radiative Corrections (Applications of Quantum Field Theory to Phenomenology). Trieste, Italy: Sissa Medialab, 2014. http://dx.doi.org/10.22323/1.197.0027.

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Hoang, Andre, Mathias Butenschoen, Bahmand Dehnadi, Vicent Mateu, Moritz Preisser, and Iain W. Stewart. "Top quark mass calibration for Monte-Carlo event generators." In XXIV International Workshop on Deep-Inelastic Scattering and Related Subjects. Trieste, Italy: Sissa Medialab, 2016. http://dx.doi.org/10.22323/1.265.0153.

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Mateu Barreda, Vicent, Mathias Butenschoen, Bahman Dehnadi, Andre Hoang, Moritz Preisser, and Iain W. Stewart. "Top quark mass calibration for Monte-Carlo event generators." In XVII International Conference on Hadron Spectroscopy and Structure. Trieste, Italy: Sissa Medialab, 2018. http://dx.doi.org/10.22323/1.310.0189.

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Preisser, Moritz, Mathias Butenschön, Bahman Dehnadi, Andre Hoang, Vicent Mateu, and Iain W. Stewart. "Calibration of the top quark mass for Monte-Carlo event generators." In 38th International Conference on High Energy Physics. Trieste, Italy: Sissa Medialab, 2017. http://dx.doi.org/10.22323/1.282.0698.

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Kirsanov, Mikhail, Alberto Ribon, and Oleg Zenin. "Development, validation and maintenance of Monte Carlo event generators and generator services in the LHC era." In XII Advanced Computing and Analysis Techniques in Physics Research. Trieste, Italy: Sissa Medialab, 2009. http://dx.doi.org/10.22323/1.070.0114.

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Golan, Tomasz, Cezary Juszczak, Jan T. Sobczyk, S. K. Singh, J. G. Morfin, Makoto Sakuda, and K. D. Purohit. "Final State Interactions model in NuWro Monte Carlo event generator." In NuInt11. AIP, 2011. http://dx.doi.org/10.1063/1.3661589.

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Reports on the topic "Monte Carlo event generators"

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Roesler, Stefan. The Monte Carlo Event Generator DPMJET-III. Office of Scientific and Technical Information (OSTI), December 2000. http://dx.doi.org/10.2172/784800.

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Roesler, Stefan. The Monte Carlo Event Generator DPMJET-III. Office of Scientific and Technical Information (OSTI), December 2000. http://dx.doi.org/10.2172/784830.

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Anlauf, Harald. WOPPER, version 1.1: A Monte Carlo Event Generator for Four Fermion Production at LEP-2 and Beyond. Office of Scientific and Technical Information (OSTI), July 2003. http://dx.doi.org/10.2172/813291.

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Martz, R. L., R. C. Gast, and L. J. Tyburski. Monte Carlo next-event point flux estimation for RCP01. Office of Scientific and Technical Information (OSTI), December 1991. http://dx.doi.org/10.2172/10193014.

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Holliday, Mary R. Methodology of an Event-Driven Monte Carlo Missile Simulation. Fort Belvoir, VA: Defense Technical Information Center, November 1989. http://dx.doi.org/10.21236/ada601300.

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