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pro vyhledávání: '"Brufau, P."'
We present BatchGNN, a distributed CPU system that showcases techniques that can be used to efficiently train GNNs on terabyte-sized graphs. It reduces communication overhead with macrobatching in which multiple minibatches' subgraph sampling and fea
Externí odkaz:
http://arxiv.org/abs/2306.13814
Autor:
Pegolotti, Luca, Pfaller, Martin R., Rubio, Natalia L., Ding, Ke, Brufau, Rita Brugarolas, Darve, Eric, Marsden, Alison L.
Reduced-order models based on physics are a popular choice in cardiovascular modeling due to their efficiency, but they may experience reduced accuracy when working with anatomies that contain numerous junctions or pathological conditions. We develop
Externí odkaz:
http://arxiv.org/abs/2303.07310
Publikováno v:
npj Digital Medicine, Vol 7, Iss 1, Pp 1-7 (2024)
Abstract Few published data science tools are ever translated from academia to real-world clinical settings for which they were intended. One dimension of this problem is the software engineering task of turning published academic projects into tools
Externí odkaz:
https://doaj.org/article/041b970d18264cabb682d1920344fea4
Autor:
Santiago Romero‐Brufau, Robert J. Macielak, Jeffrey P. Staab, Scott D.Z. Eggers, Colin L.W. Driscoll, Neil T. Shepard, Douglas J. Totten, Sabrina M. Albertson, Kalyan S. Pasupathy, Devin L. McCaslin
Publikováno v:
OTO Open, Vol 8, Iss 3, Pp n/a-n/a (2024)
Abstract Objective To report the first steps of a project to automate and optimize scheduling of multidisciplinary consultations for patients with longstanding dizziness utilizing artificial intelligence. Study Design Retrospective case review. Setti
Externí odkaz:
https://doaj.org/article/f43514ded8b140e4b215a0aace9c01eb
Autor:
Chopra, Ayush, Gel, Esma, Subramanian, Jayakumar, Krishnamurthy, Balaji, Romero-Brufau, Santiago, Pasupathy, Kalyan S., Kingsley, Thomas C., Raskar, Ramesh
We introduce DeepABM, a framework for agent-based modeling that leverages geometric message passing of graph neural networks for simulating action and interactions over large agent populations. Using DeepABM allows scaling simulations to large agent
Externí odkaz:
http://arxiv.org/abs/2110.04421
Autor:
Nuria Brufau Alvira
Publikováno v:
Mutatis Mutandis, Vol 17, Iss 1 (2024)
El planteamiento principal del aprendizaje por competencias es que los estudiantes deben egresar con un saber, un saber hacer y un saber ser. Desde hace décadas, la traductología busca determinar cuáles son los conocimientos, las capacidades y las
Externí odkaz:
https://doaj.org/article/44ed52e3c061451b95b106d45d48c5e6
Autor:
Marta Masdeu-Navarro, Jean-François Mangot, Lei Xue, Miguel Cabrera-Brufau, David J. Kieber, Pablo Rodríguez-Ros, Stephanie G. Gardner, Kristin Bergauer, Gerhard J. Herndl, Cèlia Marrasé, Rafel Simó
Publikováno v:
Frontiers in Marine Science, Vol 11 (2024)
Biogenic volatile organic compounds (VOCs) play key roles in coral reef ecosystems, where, together with dimethylated sulfur compounds, they are indicators of ecosystem health and are used as defense strategies and infochemicals. Assessment and predi
Externí odkaz:
https://doaj.org/article/d6deffe43df44f0fadf605f6ae43ca4e
Akademický článek
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Akademický článek
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Autor:
Marc Bouzas, Josep Maria Nolla Brufau
Publikováno v:
Antigüedad y Cristianismo, Iss 40 (2023)
En el presente artículo se describe el hallazgo de un tesorillo de moneda de bronce bajoimperial que se puede fechar arqueológicamente en el siglo VI. Se trata de un hallazgo relevante dada su cronología, su situación y el hecho de que iba acompa
Externí odkaz:
https://doaj.org/article/8e755b6b45574ace966091d53eae61b4