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SMARTHEP: Synergies between Machine leArning, Real Time analysis and Hybrid architectures for efficient Event Processing and decision making

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Website and social media launched

Launch of the website and social media accounts

Network event/schools documentation - year 1

Documentation, reports and feedback for all Network events and schools published on website

Network event/schools documentation - year 2

Documentation, reports and feedback for all Network events and schools published on website

Fellow presentations at network events - year 2

Collection of public presentations from fellows at Network events highlighted on the website

Hybrid architecture whitepaper

Whitepaper on the state of the art on hybrid architectures (CPU+GPU) in RTA in SMARTHEP use cases

Review of triggers in LHC experiments

Review of the state of the art of the triggers of LHC collaborations and best practices

Mid-term report on communication and outreach

Report on commmunication, outreach and SMARTHEP Masterclass/WWDD.

Whitepapers on RTA-based searches in HEP

Whitepapers on the state of the art of fully RTA-based searches and anomaly detection in HEP and best practices

Publicaciones

Baler -- Machine Learning Based Compression of Scientific Data

Autores: Fritjof Bengtsson, Caterina Doglioni, Per Alexander Ekman, Axel Gallén, Pratik Jawahar, Alma Orucevic-Alagic, Marta Camps Santasmasas, Nicola Skidmore, Oliver Woolland
Publicado en: Physics > Computational Physics, 2023
Editor: Arxiv
DOI: 10.48550/arxiv.2305.02283

The LHCb upgrade I

Autores: The LHCb Collaboration
Publicado en: 2024
Editor: arXiv repository
DOI: 10.48550/arxiv.2305.10515

The SMARTHEP European Training Network

Autores: James Andrew Gooding, Leon Bozianu, Carlos Cocha Toapaxi, Pratik Jawahar and Micol Olocco
Publicado en: 26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023), 2024
Editor: EPJ web of conferences
DOI: 10.1051/epjconf/202429508022

Enriching the physics program of the CMS experiment via data scouting and data parking

Autores: The CMS Collaboration
Publicado en: To be submitted to Physics Reports, 2024, ISSN 0370-1573
Editor: Elsevier BV
DOI: 10.48550/arxiv.2403.16134

The ATLAS Trigger System for LHC Run 3 and Trigger performance in 2022

Autores: The ATLAS Collaboration
Publicado en: Submitted to JINST, 2024, ISSN 1748-0221
Editor: Institute of Physics
DOI: 10.48550/arxiv.2401.06630

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