
Universities and Institutes of Italy
Development Of Machine Learning Algorithms Based On Neural Networks On High Performance Computing Infrastructures For The Reconstruction Of 4D Vertices With The Mtd Detector Of The Cms Experiment And Search For New Physics With Long-Lived Heavy Stable Par
Closing in 21 days
18 Sep 2023
Job InformationOrganisation/Company
Università degli Studi di Trieste
Department
HR - Academic Staff
Research Field
Physics » Other
Researcher Profile
First Stage Researcher (R1)
Recognised Researcher (R2)
Established Researcher (R3)
Country
Italy
Application Deadline
18 Oct 2023 - 23:59 (Europe/Rome)
Type of Contract
Temporary
Job Status
Not Applicable
Is the job funded through the EU Research Framework Programme?
Not funded by an EU programme
Reference Number
23ar804-7/01
Is the Job related to staff position within a Research Infrastructure?
No
Offer DescriptionThe development of algorithms based on neural networks, in particular graph neural networks, and their implementation on large-scale high-performance computing infrastructures, is of fundamental importance for the reconstruction of 4D vertices with the MTD detector for the LHC phase-II CMS experiment. The impact of the vertex information and therefore of its timing, has a significant impact on the sensitivity in the searches for new long-lived particles in the context of various new physics models, such as for example the HSCP and Hidden Valley models. The project aims to develop and optimize the vertex reconstruction algorithm and to estimate the impact of temporal information for the analysis of new physics events with long-lived particles with MTD simulation. Furthermore, the development of the analysis with Run-III data collected by CMS will be pursued.
RequirementsResearch Field
Physics » Other
Education Level
Master Degree or equivalent
Additional Information
Website for additional job details
https: // web.units.it/concorsi/ricerca/conc-49770
Work Location(s)Number of offers available
1
Company/Institute
University of Trieste
Country
Italy
City
Trieste
Geofield
Where to applyWebsite
https: // pica.cineca.it/units
ContactCity
Trieste
Website
https: // www. units.it/ateneo/bandi
Street
Piazzale Europa 1
Postal Code
34127
STATUS: EXPIRED
Job details
Title
Development Of Machine Learning Algorithms Based On Neural Networks On High Performance Computing Infrastructures For The Reconstruction Of 4D Vertices With The Mtd Detector Of The Cms Experiment And Search For New Physics With Long-Lived Heavy Stable Par
Employer
Universities and Institutes of Italy
Location
Italy
Published
September 19, 2023
Application deadline
October 18, 2023
Job type
Research
Field
Computer Science,Engineering,Physics,Space Science