Universities and Institutes of Italy

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

Italy

Closing in 21 days

18 Sep 2023

Job Information

Organisation/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 Description

The 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.

Requirements

Research 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 apply

Website

https: // pica.cineca.it/units

Contact

City

Trieste

Website

https: // www. units.it/ateneo/bandi

Street

Piazzale Europa 1

Postal Code

34127

E-Mail

[email protected]

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