A survey of machine learning-based physics event generation

Autor: Alanazi, Yasir, Sato, N., Ambrozewicz, Pawel, Blin, Astrid N. Hiller, Melnitchouk, W., Battaglieri, Marco, Liu, Tianbo, Li, Yaohang

Publikováno v: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21) Survey Track, p. 4286 (2021)

Event generators in high-energy nuclear and particle physics play an important role in facilitating studies of particle reactions. We survey the state-of-the-art of machine learning (ML) efforts at building physics event generators. We review ML gene

Externí odkaz: http://arxiv.org/abs/2106.00643

High-Energy-Physics Event Generation with PYTHIA 6.1

Autor: Sjöstrand, Torbjörn, Edén, Patrik, Friberg, Christer, Lönnblad, Leif, Miu, Gabriela, Mrenna, Stephen, Norrbin, Emanuel

Publikováno v: Comput.Phys.Commun.135:238-259,2001

PYTHIA version 6 represents a merger of the PYTHIA 5, JETSET 7 and SPYTHIA programs, with many improvements. It can be used to generate high-energy-physics `events', i.e. sets of outgoing particles produced in the interactions between two incoming pa

Externí odkaz: http://arxiv.org/abs/hep-ph/0010017

High-energy-physics event generation with Pythia 6.1

Autor: Sjöstrand, Torbjörn, Edén, Patrik, Friberg, Christer, Lönnblad, Leif, Miu, Gabriela, Mrenna, Stephen, Norrbin, Emanuel

Publikováno v: In Computer Physics Communications 2001 135(2):238-259

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Modern Particle Physics Event Generation with WHIZARD

Autor: Marco Sekulla, Thorsten Ohl, Bijan Chokoufe, J. Reuter, Fabian Bach, Wolfgang Kilian, Christian Weiss

Publikováno v: Journal of physics / Conference Series 608, 012063 (2015). doi:10.1088/1742-6596/608/1/012063
16th International workshop on Advanced Computing and Analysis Techniques in physics research, ACAT 2014, Prague, Czech Republic, 2014-09-01-2014-09-05

We describe the multi-purpose Monte-Carlo event generator WHIZARD for the simulation of high-energy particle physics experiments. Besides the presentation of the general features of the program like SM physics, BSM physics, and QCD effects, special e

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::abcdfb5f06fe7218d1c6438694b6e00c
https://doi.org/10.1088/1742-6596/608/1/012063