Modern Particle Physics Event Generation with WHIZARD [PDF]
Journal of Physics: Conference Series, 2014 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 ...
Bach, F. +6 more
core +9 more sources
Development of Interest in Particle Physics as an Effect of School Events in an Authentic Setting
Scientia in Educatione, 2017 The Particle Physics Masterclasses are events offered by the “Netzwerk Teilchenwelt”, a German network of particle physicists, students and teachers with the intention to make original data from CERN available for own measurements of students.
Kerstin Gedigk +2 more
doaj +8 more sources
Computational Particle Physics for Event Generators and Data Analysis [PDF]
Journal of Physics: Conference Series, 2012 High-energy physics data analysis relies heavily on the comparison between experimental and simulated data as stressed lately by the Higgs search at LHC and the recent identification of a Higgs-like new boson.
Perret-Gallix, Denis
core +5 more sources
Physics-based Simulation of the 2013 April 11 Solar Energetic Particle Event
The Astrophysical JournalSolar energetic particles (SEPs) can pose hazardous radiation risks to both humans and spacecraft electronics in space. Numerical modeling based on first principles offers valuable insights into the underlying physics of SEPs and provides synthetic ...
Weihao Liu +13 more
doaj +4 more sources
Efficient discrete-event based particle tracking simulation for high energy physics [PDF]
Computer Physics Communications, 2021 Accepted for publication in Computer Physics ...
Lucio Santi, Lucas Rossi, Rodrigo Castro
openaire +6 more sources
New developments for ALICE MasterClasses and the new Particle Therapy MasterClass [PDF]
EPJ Web of Conferences, 2020 International MasterClasses (IMC), an outreach activity of the International Particle Physics Outreach Group (IPPOG), has been bringing cuttingedge particle physics research to schoolchildren for over 15 years now. All four LHC experiments participate in
Graczykowski Łukasz +2 more
doaj +3 more sources
Baryon production from cluster hadronisation [PDF]
European Physical Journal C: Particles and Fields, 2018 We present an extension to the colour reconnection model in the Monte Carlo event generator Herwig to account for the production of baryons and compare it to a series of observables for soft physics.
Stefan Gieseke +2 more
doaj +4 more sources
Accelerating End-to-End Deep Learning for Particle Reconstruction using CMS open data [PDF]
EPJ Web of Conferences, 2021 Machine learning algorithms are gaining ground in high energy physics for applications in particle and event identification, physics analysis, detector reconstruction, simulation and trigger. Currently, most data-analysis tasks at LHC experiments benefit
Andrews Michael +8 more
doaj +1 more source
Graph Variational Autoencoder for Detector Reconstruction and Fast Simulation in High-Energy Physics [PDF]
EPJ Web of Conferences, 2021 Accurate and fast simulation of particle physics processes is crucial for the high-energy physics community. Simulating particle interactions with the detector is both time consuming and computationally expensive.
Hariri Ali +2 more
doaj +1 more source
VBF Event Classification with Recurrent Neural Networks at ATLAS’s LHC Experiment
Applied Sciences, 2023 A novel machine learning (ML) approach based on a recurrent neural network (RNN) for event topology identification in high energy physics (HEP) is presented.
Silvia Auricchio +2 more
doaj +1 more source