Search for physics beyond the standard model with the Large Hadron Collider
São Paulo Regional Analysis Center: participation in the DZero and CMS experiments
Grant number: | 19/16401-0 |
Support Opportunities: | Scholarships abroad - Research Internship - Master's degree |
Start date: | October 01, 2019 |
End date: | December 20, 2019 |
Field of knowledge: | Physical Sciences and Mathematics - Physics - Elementary Particle Physics and Fields |
Principal Investigator: | Thiago Rafael Fernandez Perez Tomei |
Grantee: | Breno Orzari |
Supervisor: | Maurizio Pierini |
Host Institution: | Instituto de Física Teórica (IFT). Universidade Estadual Paulista (UNESP). Campus de São Paulo. São Paulo , SP, Brazil |
Institution abroad: | European Organization for Nuclear Research (CERN), Switzerland |
Associated to the scholarship: | 18/01398-1 - Search for new physics on the CMS experiment of the Large Hadron Collider, BP.MS |
Abstract The scientific endeavour of the Large Hadron Collider experiments depends critically on the swift analysis of the data produced by the collider. A vital component of that analysis is the large-scale production of simulated collisions to be compared with the observed data. The production campaigns usually comprise tens of billions of simulated collisions, with each collision taking more than one minute to be fully simulated. Recent developments in deep learning techniques - generative models and graph networks - may allow to speed up that process. This project proposes an in-depth study of the suitability of those techniques for the simulation process, using the CMS detector as a benchmark scenario. (AU) | |
News published in Agência FAPESP Newsletter about the scholarship: | |
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