D. Acosta
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View article: Construcción de una cultura ambiental en los grados de educación inicial; una experiencia significativa, en una institución educativa en el departamento de Sucre, Colombia
Construcción de una cultura ambiental en los grados de educación inicial; una experiencia significativa, en una institución educativa en el departamento de Sucre, Colombia Open
El presente trabajo de investigación, desarrollado entre 2023 y 2024, abordó la construcción de una cultura ambiental en la educación inicial en una institución educativa del departamento de Sucre, Colombia. El objetivo principal fue ident…
View article: Anomaly Detection for Automated Data Quality Monitoring in the CMS Detector
Anomaly Detection for Automated Data Quality Monitoring in the CMS Detector Open
Successful operation of large particle detectors like the Compact Muon Solenoid (CMS) at the CERN Large Hadron Collider requires rapid, in-depth assessment of data quality. We introduce the ``AutoDQM'' system for Automated Data Quality Mon…
View article: Physics Potential, Accelerator Options, and Experimental Challenges of a TeV-Scale Muon-Ion Collider
Physics Potential, Accelerator Options, and Experimental Challenges of a TeV-Scale Muon-Ion Collider Open
View article: Muon Collider Forum report
Muon Collider Forum report Open
A multi-TeV muon collider offers a spectacular opportunity in the direct exploration of the energy frontier. Offering a combination of unprecedented energy collisions in a comparatively clean leptonic environment, a high energy muon collid…
View article: Perfil epidemiológico y clínico de pacientes histerectomizadas. Ambulatorio “Dr. Jesús Yerena”, Caracas. Enero 2020 – octubre 2023
Perfil epidemiológico y clínico de pacientes histerectomizadas. Ambulatorio “Dr. Jesús Yerena”, Caracas. Enero 2020 – octubre 2023 Open
La histerectomía es un procedimiento quirúrgico practicado frecuentemente en mujeres en edad reproductiva, permite resolver patologías benignas y malignas. Objetivo: determinar el perfil epidemiológico y clínico de pacientes histerectomiza…
View article: At the Frontier of High Energy Physics
At the Frontier of High Energy Physics Open
View article: The potential of a TeV-scale muon-ion collider
The potential of a TeV-scale muon-ion collider Open
We propose the development of a novel muon-proton and muon-nucleus collider facility at the TeV scale that is capable of performing precision deep inelastic scattering measurements in new regimes and providing a rich program in nuclear and…
View article: Snowmass Topical Group Summary Report: IF04 -- Trigger and Data Acquisition Systems
Snowmass Topical Group Summary Report: IF04 -- Trigger and Data Acquisition Systems Open
A trend for future high energy physics experiments is an increase in the data bandwidth produced from the detectors. Datasets of the Petabyte scale have already become the norm, and the requirements of future experiments -- greater in size…
View article: Muon Collider Forum Report
Muon Collider Forum Report Open
A multi-TeV muon collider offers a spectacular opportunity in the direct exploration of the energy frontier. Offering a combination of unprecedented energy collisions in a comparatively clean leptonic environment, a high energy muon collid…
View article: Personalized Federated Learning through Local Memorization
Personalized Federated Learning through Local Memorization Open
International audience
View article: High Energy Physics Research at the Energy Frontier with the CMS Experiment
High Energy Physics Research at the Energy Frontier with the CMS Experiment Open
The physics analysis goals are to continue improving upon the search for the Higgs to dimuon decay using the CMS experiment at the LHC to further improve the Higgs coupling measurement with the additional data from LHC Run 3, and to explor…
View article: The Potential of a TeV-Scale Muon-Ion Collider
The Potential of a TeV-Scale Muon-Ion Collider Open
We propose the development of a novel muon-proton and muon-nucleus collider facility at the TeV scale that is capable of performing precision deep inelastic scattering measurements in new regimes and providing a rich program in nuclear and…
View article: A muon–ion collider at BNL: The future QCD frontier and path to a new energy frontier of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e450" altimg="si4.svg"><mml:mrow><mml:msup><mml:mrow><mml:mi>μ</mml:mi></mml:mrow><mml:mrow><mml:mo>+</mml:mo></mml:mrow></mml:msup><mml:msup><mml:mrow><mml:mi>μ</mml:mi></mml:mrow><mml:mrow><mml:mo>−</mml:mo></mml:mrow></mml:msup></mml:mrow></mml:math> colliders
A muon–ion collider at BNL: The future QCD frontier and path to a new energy frontier of colliders Open
View article: Federated Multi-Task Learning under a Mixture of Distributions
Federated Multi-Task Learning under a Mixture of Distributions Open
77 pages, NeurIPS 2021
View article: Review of opportunities for new long-lived particle triggers in Run 3 of the Large Hadron Collider
Review of opportunities for new long-lived particle triggers in Run 3 of the Large Hadron Collider Open
Long-lived particles (LLPs) are highly motivated signals of physics Beyond the Standard Model (BSM) with great discovery potential and unique experimental challenges. The LLP search programme made great advances during Run 2 of the Large H…
View article: arXiv : Review of opportunities for new long-lived particle triggers in Run 3 of the Large Hadron Collider
arXiv : Review of opportunities for new long-lived particle triggers in Run 3 of the Large Hadron Collider Open
Long-lived particles (LLPs) are highly motivated signals of physics Beyond the Standard Model (BSM) with great discovery potential and unique experimental challenges. The LLP search programme made great advances during Run 2 of the Large H…
View article: A General Theory for Client Sampling in Federated Learning
A General Theory for Client Sampling in Federated Learning Open
While client sampling is a central operation of current state-of-the-art federated learning (FL) approaches, the impact of this procedure on the convergence and speed of FL remains under-investigated. In this work, we provide a general the…
View article: Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning
Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning Open
International audience
View article: A Muon-Ion Collider at BNL: the future QCD frontier and path to a new energy frontier of $\mu^+\mu^-$ colliders.
A Muon-Ion Collider at BNL: the future QCD frontier and path to a new energy frontier of $\mu^+\mu^-$ colliders. Open
We propose the development and construction of a novel muon-ion collider (MuIC) at Brookhaven National Laboratory (BNL) in the USA as an upgrade to succeed the electron-ion collider (EIC) that is scheduled to commence in the early 2030s, b…
View article: Review of opportunities for new long-lived particle triggers in Run 3 of the Large Hadron Collider
Review of opportunities for new long-lived particle triggers in Run 3 of the Large Hadron Collider Open
Long-lived particles (LLPs) are highly motivated signals of physics Beyond the Standard Model (BSM) with great discovery potential and unique experimental challenges. The LLP search programme made great advances during Run 2 of the Large H…
View article: Neutrino Cross Sections II: Neutrino Boogaloo. UF Task P3, Accelerator-Based Experimental Neutrino Physics. Final Report
Neutrino Cross Sections II: Neutrino Boogaloo. UF Task P3, Accelerator-Based Experimental Neutrino Physics. Final Report Open
We report on progress in a series of different directions within high energy physics research. 1. Neutrino research in hardware and software on the Minerva and MiniBooNE experiments 2. Experimental particle physics at the hadron colliders,…
View article: Free-rider Attacks on Model Aggregation in Federated Learning
Free-rider Attacks on Model Aggregation in Federated Learning Open
Free-rider attacks against federated learning consist in dissimulating participation to the federated learning process with the goal of obtaining the final aggregated model without actually contributing with any data. This kind of attacks …
View article: Basic Research Needs for High Energy Physics Detector Research & Development: Report of the Office of Science Workshop on Basic Research Needs for HEP Detector Research and Development: December 11-14, 2019
Basic Research Needs for High Energy Physics Detector Research & Development: Report of the Office of Science Workshop on Basic Research Needs for HEP Detector Research and Development: December 11-14, 2019 Open
Transformative discovery in science is driven by innovation in technology. Our boldest undertakings in particle physics have at their foundation precision instrumentation. To reveal the profound connections underlying everything we see fro…
View article: Machine Learning Techniques in the CMS Search for Higgs Decays to Dimuons
Machine Learning Techniques in the CMS Search for Higgs Decays to Dimuons Open
With the accumulation of large collision datasets at a center-of-mass energy of 13 TeV, the LHC experiments can search for rare processes, where the extraction of signal events from the copious Standard Model backgrounds poses an enormous …
View article: Boosted Decision Trees in the Level-1 Muon Endcap Trigger at CMS
Boosted Decision Trees in the Level-1 Muon Endcap Trigger at CMS Open
The first implementation of a Machine Learning Algorithm inside a Level-1 trigger system at the LHC is presented. The Endcap Muon Track Finder (EMTF) at CMS uses Boosted Decision Trees (BDTs) to infer the momentum of muons in the forward r…
View article: Boosted Decision Trees in the CMS Level-1 Endcap Muon Trigger
Boosted Decision Trees in the CMS Level-1 Endcap Muon Trigger Open
The first implementation of Boosted Decision Trees (BDTs) inside a Level-1 trigger system at the LHC is presented. The Endcap Muon Track Finder (EMTF) at CMS uses BDTs to infer the momentum of muons in the forward region of the detector, b…
View article: Quality control for the first large areas of triple-GEM chambers for the CMS endcaps
Quality control for the first large areas of triple-GEM chambers for the CMS endcaps Open
The CMS Collaboration plans to equip the very forward muon system with triple-GEM detectors that can withstand the environment of the High-Luminosity LHC. This project is at the final stages of R&D and moving to production. An unprecedente…
View article: A novel application of Fiber Bragg Grating (FBG) sensors in MPGD
A novel application of Fiber Bragg Grating (FBG) sensors in MPGD Open
We present a novel application of Fiber Bragg Grating (FBG) sensors in the construction and characterisation of Micro Pattern Gaseous Detector (MPGD), with particular attention to the realisation of the largest triple (Gas electron Multipl…
View article: Accelerating High-energy Physics Exploration with Deep Learning
Accelerating High-energy Physics Exploration with Deep Learning Open
In this work, we present our approach to using deep learning for identification of rarely produced physics particles (such as the Higgs Boson) out of a majority of uninteresting, background or noise-dominated data. A fast and efficient sys…
View article: CMS Collaboration
CMS Collaboration Open