F. L. Castillo
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View article: Quark-Gluon tagging performance at the High-Luminosity LHC using constituent-based transformer models
Quark-Gluon tagging performance at the High-Luminosity LHC using constituent-based transformer models Open
Jet constituents provide a more detailed description of a jet's radiation pattern than global observables. In simulations for ATLAS Run-2 data (2015-2018), transformer-based taggers trained on low-level inputs outperformed traditional meth…
View article: <i>Toxoplasma gondii</i> seroprevalence, seroconversion rates and genetic variability in humans from Uruguay
<i>Toxoplasma gondii</i> seroprevalence, seroconversion rates and genetic variability in humans from Uruguay Open
Toxoplasmosis, caused by the obligate intracellular parasite Toxoplasma gondii , is one of the most prevalent zoonotic parasitic infections worldwide. When acquired during pregnancy, T. gondii can be transmitted to the fetus, with clinical…
View article: A cosmic degeneracy story: structure formation with warm dark matter and scale-dependent primordial non-Gaussianities
A cosmic degeneracy story: structure formation with warm dark matter and scale-dependent primordial non-Gaussianities Open
It has been recently shown that cosmological models with scale-dependent primordial non-Gaussianities (sPNG) could provide a possible path to solve current cosmic tensions. Moreover, it has been pointed out that some of these models might …
View article: Contribution of Artificial Intelligence to the Development of Metaverses: A Bibliometric Review Study on its Impact on Immersive Learning in Higher Education
Contribution of Artificial Intelligence to the Development of Metaverses: A Bibliometric Review Study on its Impact on Immersive Learning in Higher Education Open
In the current post-pandemic scenario, the integration of artificial intelligence (AI) and metaverses in higher education has gained significant relevance, transforming learning experiences towards more immersive and personalized approache…
View article: Forecasting Geomagnetic Storm Disturbances and Their Uncertainties Using Deep Learning
Forecasting Geomagnetic Storm Disturbances and Their Uncertainties Using Deep Learning Open
Severe space weather produced by disturbed conditions on the Sun results in harmful effects both for humans in space and in high‐latitude flights, and for technological systems such as spacecraft or communications. Also, geomagnetically in…
View article: Prospects for the inference of inertial modes from hypermassive neutron stars with future gravitational-wave detectors
Prospects for the inference of inertial modes from hypermassive neutron stars with future gravitational-wave detectors Open
Some recent, long-term numerical simulations of binary neutron star mergers have shown that the long-lived remnants produced in such mergers might be affected by convective instabilities. Those would trigger the excitation of inertial mode…
View article: Forecasting Geomagnetic Storm Disturbances and Their Uncertainties using Deep Learning
Forecasting Geomagnetic Storm Disturbances and Their Uncertainties using Deep Learning Open
Severe space weather produced by disturbed conditions on the Sun results in harmful effects both for humans in space and in high-latitude commercial flights, and for technological systems such as spacecraft or communications. Also, geomagn…
View article: Prospects for the inference of inertial modes from hypermassive neutron stars with future gravitational-wave detectors
Prospects for the inference of inertial modes from hypermassive neutron stars with future gravitational-wave detectors Open
Some recent, long-term numerical simulations of binary neutron star mergers have shown that the long-lived remnants produced in such mergers might be affected by convective instabilities. Those would trigger the excitation of inertial mode…
View article: Dark matter search in the top-quark sector with the atlas detector at the lhc
Dark matter search in the top-quark sector with the atlas detector at the lhc Open
Astronomical and cosmological observations support the existence of invisible matter that can only be detected through its gravitational effects, thus making it very difficult to study. This component, called dark matter, makes up about 26…
View article: Beyond the Standard Model Physics at the HL-LHC and HE-LHC
Beyond the Standard Model Physics at the HL-LHC and HE-LHC Open
This is the third out of five chapters of the final report [1] of the Workshop on Physics at HL-LHC, and perspectives on HE-LHC [2]. It is devoted to the study of the potential, in the search for Beyond the Standard Model (BSM) physics, of…
View article: Magnetic contributions in Bekenstein type models
Magnetic contributions in Bekenstein type models Open
In this work we analyze the spatial and time variation of the fine structure\nconstant (\\alpha) upon the theoretical framework developed by Bekenstein [1].\nWe have computed the field \\psi related to \\alpha at first order of the weak\nf…