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Summer Student Program 2019 | Tutorials Week

15–19 Jul 2019
3Is, UCoimbra, UMInho
UTC timezone

Session

Data Analysis

17 Jul 2019, 14:30
3Is, UCoimbra, UMInho

3Is, UCoimbra, UMInho

Presentation materials

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  1. 12. Introduction to neural networks and Keras
    Giles Strong (LIP), João Pedro de Arruda Gonçalves (LIP), Luís Sintra
    17/07/2019, 14:30

    This session introduces neural networks and how to build them in python using Keras. Additionally, some basic data-science principles are demonstrated.

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  2. 13. Likelihood fitting
    Ana Luisa Carvalho (LIP), Julia Silva (LIP), Nuno Leonardo (LIP)
    17/07/2019, 14:30

    In this exercise we will carry out an analysis of LHC data, putting in practice what we have learned in the past sessions.

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  3. 10. Hands-on: Neutrinos
    Nuno Barros (LIP), Sofia Andringa (LIP), Valentina Lozza (LIP)
    18/07/2019, 14:00

    Find out if neutrinos do have a mass.

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  4. 11. LHC: HYPATIA and OpenData
    Helena Santos (LIP), Joao Gentil Mendes Saraiva (LIP), Rute Pedro (LIP/FCUL)
    18/07/2019, 14:00

    This tutorial will cover aspects related to data analysis at LHC.
    In HYPATIA session you will learn how to identify particles in a detector like ATLAS and CMS.
    The purpose of the OpenData is to understand the role of the kinematic variables in (any) data analysis that aims to maximize a signal while mitigating the background.

    Instructions to run HYPATHIA

    (1) Download script...

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