Search Results - "Sarmiento, Regina"

Repatriation rates in Filipino seafarers: a five-year study of 6,759 cases by Abaya, Antonio Roberto M, Roldan, Saren, Ongchangco, Jose Carlo E, Ronquillo-Sarmiento, Regina M, Sarmiento, Raymond Francis R

“…Studies on medical repatriation of seafarers due to illnesses and injuries have been limited. The aim of the study was to describe the epidemiology of medical…”
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ERGO-ML: towards a robust machine learning model for inferring the fraction of accreted stars in galaxies from integral-field spectroscopic maps by Angeloudi, Eirini, Falcón-Barroso, Jesús, Huertas-Company, Marc, Sarmiento, Regina, Pillepich, Annalisa, Walo-Martín, Daniel, Eisert, Lukas

“…ABSTRACT Quantifying the contribution of mergers to the stellar mass of galaxies is key for constraining the mechanisms of galaxy assembly across cosmic time…”
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Capturing the Physics of MaNGA Galaxies with Self-supervised Machine Learning by Sarmiento, Regina, Huertas-Company, Marc, Knapen, Johan H., Sánchez, Sebastián F., Domínguez Sánchez, Helena, Drory, Niv, Falcón-Barroso, Jesus

“…Abstract As available data sets grow in size and complexity, advanced visualization tools enabling their exploration and analysis become more important. In…”
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A brief review of contrastive learning applied to astrophysics by Huertas-Company, Marc, Sarmiento, Regina, Knapen, Johan H

“…Abstract Reliable tools to extract patterns from high-dimensionality spaces are becoming more necessary as astronomical data sets increase both in volume and…”
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On the Nature of Disks at High Redshift Seen by JWST/CEERS with Contrastive Learning and Cosmological Simulations by Vega-Ferrero, Jesús, Huertas-Company, Marc, Costantin, Luca, Pérez-González, Pablo G., Sarmiento, Regina, Kartaltepe, Jeyhan S., Pillepich, Annalisa, Bagley, Micaela B., Finkelstein, Steven L., McGrath, Elizabeth J., Knapen, Johan H., Haro, Pablo Arrabal, Bell, Eric F., Buitrago, Fernando, Calabrò, Antonello, Dekel, Avishai, Dickinson, Mark, Domínguez Sánchez, Helena, Elbaz, David, Ferguson, Henry C., Giavalisco, Mauro, Holwerda, Benne W., Kocesvski, Dale D., Koekemoer, Anton M., Pandya, Viraj, Papovich, Casey, Pirzkal, Nor, Primack, Joel, Yung, L. Y. Aaron

“…Abstract Visual inspections of the first optical rest-frame images from JWST have indicated a surprisingly high fraction of disk galaxies at high redshifts…”
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Constraints on the in situ and ex situ stellar masses in nearby galaxies obtained with artificial intelligence by Angeloudi, Eirini, Falcón-Barroso, Jesús, Huertas-Company, Marc, Boecker, Alina, Sarmiento, Regina, Eisert, Lukas, Pillepich, Annalisa

“…The hierarchical model of galaxy evolution suggests that mergers have a substantial impact on the intricate processes that drive stellar assembly within a…”
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Un análisis de la tecnopolítica aeroespacial argentina by Jonatan Sabando, Regina Sarmiento, Tomás Hough

“…Desde la década de 1940 a la actualidad, el desarrollo tecnológico nacional en materia aeroespacial ha tenido múltiples avances y retrocesos. Este trabajo…”
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A brief review of contrastive learning applied to astrophysics by Huertas-Company, Marc, Sarmiento, Regina, Knapen, Johan

“…Reliable tools to extract patterns from high-dimensionality spaces are becoming more necessary as astronomical datasets increase both in volume and complexity…”
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Constraints on the in-situ and ex-situ stellar masses in nearby galaxies with Artificial Intelligence by Angeloudi, Eirini, Falcón-Barroso, Jesús, Huertas-Company, Marc, Boecker, Alina, Sarmiento, Regina, Eisert, Lukas, Pillepich, Annalisa

“…The hierarchical model of galaxy evolution suggests that the impact of mergers is substantial on the intricate processes that drive stellar assembly within a…”
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Simulation-based inference of the 2D ex-situ stellar mass fraction distribution of galaxies using variational autoencoders by Angeloudi, Eirini, Huertas-Company, Marc, Falcón-Barroso, Jesús, Sarmiento, Regina, Walo-Martín, Daniel, Pillepich, Annalisa, Ferrero, Jesús Vega

“…Galaxies grow through star formation (in-situ) and accretion (ex-situ) of other galaxies. Reconstructing the relative contribution of these two growth channels…”
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ERGO-ML: Towards a robust machine learning model for inferring the fraction of accreted stars in galaxies from integral-field spectroscopic maps by Angeloudi, Eirini, Falcón-Barroso, Jesús, Huertas-Company, Marc, Sarmiento, Regina, Pillepich, Annalisa, Walo-Martín, Daniel, Eisert, Lukas

“…Quantifying the contribution of mergers to the stellar mass of galaxies is key for constraining the mechanisms of galaxy assembly across cosmic time. However,…”
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MaNGIA: 10,000 mock galaxies for stellar population analysis by Sarmiento, Regina, Huertas-Company, Marc, Knapen, Johan H, Ibarra-Medel, Héctor, Pillepich, Annalisa, Sánchez, Sebastián F, Boecker, Alina

“…Modern astronomical observations give unprecedented access to the physical properties of nearby galaxies, including spatially resolved stellar populations…”
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Capturing the physics of MaNGA galaxies with self-supervised Machine Learning by Sarmiento, Regina, Huertas-Company, Marc, Knapen, Johan H, Sánchez, Sebastián F, Sánchez, Helena Domínguez, Drory, Niv, Falcón-Barroso, Jesús

“…As available data sets grow in size and complexity, advanced visualization tools enabling their exploration and analysis become more important. In modern…”
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