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Modelling multivariate spatio-temporal data with identifiable variational autoencoders

Modelling multivariate spatio-temporal data with complex dependency structures is a challenging task but can be simplified by assuming that the original variables are generated from independent latent components. If these components are found, they can be modelled univariately. Blind source separation aims to recover the latent components by estimating the unknown linear or nonlinear unmixing transformation based on the observed data only. In this paper, we extend recently introduced identifi...

Distinguishing dijet resonances at the LHC

Anticipating that a dijet resonance could be discovered at the 14 TeV LHC, we present two different strategies to reveal the nature of such a particle; in particular to discern whether it is a quark-antiquark (qq¯), quark-gluon (qg), or gluon-gluon (gg) resonance. The first method relies on the color discriminant variable, which can be calculated at the LHC from the measurements of the dijet signal cross section, the resonance mass, and the resonance width. Including estimated statistical unc...

Dysregulation of a Subset of Circulating and Vesicle-Associated miRNA in Pancreatic Cancer

Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive neoplasia, characterized by early metastasis, low diagnostic rates at early stages, resistance to drugs, and poor prognosis. There is an urgent need to better characterize this disease in order to identify efficient diagnostic/prognostic biomarkers. Since microRNAs (miRNAs) contribute to oncogenesis and metastasis formation in PDAC, they are considered potential candidates for fulfilling this task. In this work, the levels ...

Il cod. Taur. gr. CCXVI (Typikón di Casole) tra Diehl, Omont, Batiffol e Luigi G. De Simone. Lettere e documenti editi ed inediti

The letters of Pierre Battifol (1889), Charles Diehl (1883, 1884, 1886), and Henri Omont (1890) to Luigi G. De Simone are published here, along with drafts of two reply letters by De Simone to Diehl (1884, 1886) and a brief paragraph that appeared in the Rome-based daily newspaper La Tribuna (1886). Through his acquaintance Gioacchino Stampacchia, Luigi G. De Simone (Lecce, 1835-1902) discovered in 1880 the manuscript Taur. gr. CCXVI in the Royal Uni-versity Library of Turin, which is th...

Environmental Assessment of Latent Heat Thermal Energy Storage Technology System with Phase Change Material for Domestic Heating Applications

The emissions generated by the space and water heating of UK homes need to be reduced to meet the goal of becoming carbon neutral by 2050. The combination of solar (S) collectors with latent heat thermal energy storage (LHTES) technologies with phase change materials (PCM) can potentially help to achieve this goal. However, there is limited understanding of the environmental sustainability of LHTES technologies from a full life cycle perspective. This study assesses for the first time 18 envi...

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  • 03 Articolo su Rivista38008
  • 02 Articolo su Libro16596
  • 04 Proceedings (Atti di Congressi)12280
  • 01 Monografia3642
  • 07 Altro3336
  • 06 Curatele1815
  • 05 Brevetti190
Autore
  • GORINI, Edoardo1492
  • SPAGNOLO, Stefania Antonia1459
  • VENTURA, Andrea1402
  • PRIMAVERA, Margherita1168
  • CHIODINI, GABRIELE900
  • FANIZZI, Francesco Paolo585
  • CINGOLANI, Roberto528
  • VALLI, Ludovico499
  • GIGLI, Giuseppe487
  • CAPASSO, Mario481
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  • Giappichelli224
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  • JOURNAL OF HIGH ENERGY PHYSICS417
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  • PHYSICS LETTERS. SECTION B376
  • NUCLEAR INSTRUMENTS AND METHODS I...205
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  • PHYSICAL REVIEW D, PARTICLES, FIE...156
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  • COMMENTARI IPSOA36
  • LECTURE NOTES IN ARTIFICIAL INTEL...31
  • LECTURE NOTES IN ELECTRICAL ENGIN...31
  • ISEGORÌA25
  • LECTURE NOTES IN CIVIL ENGINEERING23
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  • KEY ENGINEERING MATERIALS18
  • PROCEEDINGS OF SPIE, THE INTERNAT...18
  • SAPERE PEDAGOGICO E PRATICHE EDUC...17
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