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Summer Fellowships

Last modified by Ricardo Julio Rodríguez Fernández on 2026/01/12 13:54
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1 -Antonio Romero Vidal and julio Novoa Fernández
1 +Antonio Romero Vidal and Julio Novoa Fernández
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13 13  * Analyse real data from LHCb, one of the main experiments of the Large Hadron Collider at CERN (the world’s largest and most powerful particle accelerator).
14 14  * Learn how ML is used for measuring LFU observables with better accuracy, by implementing tools such as neural networks, decision trees and more.
15 15  * Train and optimise their own ML models with different Python environments, which they could apply to other physical phenomena and beyond.
16 +
17 +----
18 +
19 +=== P1 - ML study for B->D* 3Pi decays ===
20 +==== Summer Fellow: Andrés Núñez Bernárdez
21 +====
22 +
23 +This decay is used as the normalization channel for the semileptonic ratio R(D*), one of the LFU observables that is studied at LHCb. In this particular case, the D* meson decays into a pion and a D meson, which then decays into a kaon and three pions.
24 +
25 +----
26 +
27 +=== P2 - ML study for B->D 3Pi decays ===
28 +==== Summer Fellow: Katherine Ocampo Franco
29 +====
30 +
31 +A related LFU observable is the semileptonic ratio of branching fractions R(D). One possible choice for the normalization channel is B->D 3Pi, where D decays into two pions and a kaon.
32 +
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1 +XWiki.RicardoJulioRodriguezFernandez
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1 +https://nubeusc.sharepoint.com/:b:/r/sites/igfae-eb/Documentos%20compartidos/HumanCapital/PublicCallsByIGFAE/2025_07_SummerFellowships_grants_ongoing_closed/09_reporting/NunezBernardez_Andres_Informe_practicas_IGFAE_asinado_final.pdf?csf=1&web=1&e=eigkY2
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1 +2026-01-06 10:54:55.66