Zobrazeno 1 - 10
of 5 677
pro vyhledávání: '"Girone, A."'
Autor:
Pata, Joosep, Wulff, Eric, Mokhtar, Farouk, Southwick, David, Zhang, Mengke, Girone, Maria, Duarte, Javier
Publikováno v:
Commun Phys 7, 124 (2024)
Efficient and accurate algorithms are necessary to reconstruct particles in the highly granular detectors anticipated at the High-Luminosity Large Hadron Collider and the Future Circular Collider. We study scalable machine learning models for event r
Externí odkaz:
http://arxiv.org/abs/2309.06782
Training and Hyperparameter Optimization (HPO) of deep learning-based AI models are often compute resource intensive and calls for the use of large-scale distributed resources as well as scalable and resource efficient hyperparameter search algorithm
Externí odkaz:
http://arxiv.org/abs/2303.15053
Autor:
Joosep Pata, Eric Wulff, Farouk Mokhtar, David Southwick, Mengke Zhang, Maria Girone, Javier Duarte
Publikováno v:
Communications Physics, Vol 7, Iss 1, Pp 1-12 (2024)
Abstract Efficient and accurate algorithms are necessary to reconstruct particles in the highly granular detectors anticipated at the High-Luminosity Large Hadron Collider and the Future Circular Collider. We study scalable machine learning models fo
Externí odkaz:
https://doaj.org/article/f8d5b0bbfa3a499b92b9f66a8feb1f79
In the European Center of Excellence in Exascale computing "Research on AI- and Simulation-Based Engineering at Exascale" (CoE RAISE), researchers develop novel, scalable AI technologies towards Exascale. This work exercises High Performance Computin
Externí odkaz:
http://arxiv.org/abs/2203.01112
Autor:
Pata, Joosep, Duarte, Javier, Mokhtar, Farouk, Wulff, Eric, Yoo, Jieun, Vlimant, Jean-Roch, Pierini, Maurizio, Girone, Maria
Publikováno v:
J. Phys.: Conf. Ser. 2438, 012100 (2023)
We provide details on the implementation of a machine-learning based particle flow algorithm for CMS. The standard particle flow algorithm reconstructs stable particles based on calorimeter clusters and tracks to provide a global event reconstruction
Externí odkaz:
http://arxiv.org/abs/2203.00330
Autor:
Cremaschi, Laura, Macellaro, Monica, Girone, Nicolaja, Bosi, Monica, Cesana, Bruno Mario, Ambrogi, Federico, Dell'Osso, Bernardo
Publikováno v:
In Journal of Affective Disorders 1 October 2024 362:186-193
Autor:
Girone, Nicolaja1 girone.nicolaja@asst-fbfsacco.it, Limosani, Ivan2, Ciliberti, Camilla2, Turco, Martina2, Longo, Laura2, Adele Colletti, Maria2, Cocchi, Maddalena1, Zita, Gianmaria1, Fiocchi, Mara Ida1, Benatti, Beatrice1,3, Viganò, Caterina1, Percudani, Mauro2, Dell'Osso, Bernardo1,3,4
Publikováno v:
Clinical Neuropsychiatry. Aug2024, Vol. 21 Issue 4, p313-322. 10p.
Autor:
Ferraresi, Alessandra1 (AUTHOR) alessandra.ferraresi@med.uniupo.it, Girone, Carlo1 (AUTHOR) chinmay.maheshwari@uniupo.it, Maheshwari, Chinmay1 (AUTHOR) letizia.vallino@uniupo.it, Vallino, Letizia1 (AUTHOR), Dhanasekaran, Danny N.2 (AUTHOR) danny-dhanasekaran@ouhsc.edu, Isidoro, Ciro1 (AUTHOR) alessandra.ferraresi@med.uniupo.it
Publikováno v:
International Journal of Molecular Sciences. Jun2024, Vol. 25 Issue 11, p5691. 25p.
Publikováno v:
European Psychiatry, Vol 67, Pp S42-S42 (2024)
Introduction Obsessive-compulsive disorder (OCD) is a prevalent and disabling condition characterized by a wide variety of phenotypic expressions. Several studies have reinforced the hypothesis of OCD heterogeneity by proposing subtypes based on pred
Externí odkaz:
https://doaj.org/article/c74c2619232a4d0b9cb98ffd7eeb834b
Publikováno v:
European Psychiatry, Vol 67, Pp S274-S275 (2024)
Introduction Medication adherence was defined by the WHO as “the extent to which a person’s behavior coincides with the medical advice given” (WHO, 2003). Existing literature indicates that approximately 49% of patients with major psychiatric d
Externí odkaz:
https://doaj.org/article/e32df9f32784406b9b565ce621a4af6a