Zobrazeno 1 - 10
of 1 036
pro vyhledávání: '"P, Girone"'
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:
Michela Sgarzi, Martina Mazzeschi, Spartaco Santi, Elisa Montacci, Tito Panciera, Enea Ferlizza, Cinzia Girone, Alessandra Morselli, Valerio Gelfo, Rikke Sofie Kuhre, Carola Cavallo, Sabrina Valente, Gianandrea Pasquinelli, Balazs Győrffy, Gabriele D’Uva, Donatella Romaniello, Mattia Lauriola
Publikováno v:
Communications Biology, Vol 6, Iss 1, Pp 1-16 (2023)
Abstract Little is known about the signaling network responsible for the organization of the perinuclear actin cap, a recently identified structure holding unique roles in the regulation of nuclear shape and cell directionality. In cancer cells expre
Externí odkaz:
https://doaj.org/article/d950c2436bcb4f8c89114f68ee466fff
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
Publikováno v:
International Journal of the Commons, Vol 18, Iss 1, Pp 369–383-369–383 (2024)
Understanding and managing uncertainty is critical for robust governance. In groundwater management, where collaborative, community-based governance is increasingly common, scientific uncertainty about hydrological conditions could pose challenges to
Externí odkaz:
https://doaj.org/article/b5395820fafb46bd9b927cfa723a69fb
Autor:
Angela Girone, ALESSANDRO GARASSINO, GIOVANNI PASINI, ANDREA ZAZZERA, SALVATORE GALLICCHIO, PATRIZIA MAIORANO, MARIA MARINO, RAFAEL LA PERNA
Publikováno v:
Rivista Italiana di Paleontologia e Stratigrafia, Vol 130, Iss 1 (2024)
The study of the Lower-Middle Pleistocene decapod crustacean fauna from Montalbano Jonico succession allowed 12 taxa to be recognized. The studied samples include some fossil species already known from the Pleistocene record of Italy, as Ebalia nux A
Externí odkaz:
https://doaj.org/article/ed100843e9e84171b64c756dce55e6db