Zobrazeno 1 - 10
of 10 452
pro vyhledávání: '"Torrisi A."'
By adapting bus routes to users' requests, Demand-Responsive Transit (DRT) can serve low-demand areas more efficiently than conventional fixed-line buses. However, a main barrier to its adoption of DRT is its unpredictability, i.e., it is not possibl
Externí odkaz:
http://arxiv.org/abs/2411.11899
We used off-the-shelf interpretable ML techniques to combine information from multiple heterogeneous spectra: X-ray absorption near-edge spectra (XANES) and atomic pair distribution functions (PDFs), to extract information about local structure and c
Externí odkaz:
http://arxiv.org/abs/2410.17467
In this article, we give explicit bounds on the Wasserstein and the Kolmogorov distances between random variables lying in the first chaos of the Poisson space and the standard Normal distribution, using the results proved by Last, Peccati and Schult
Externí odkaz:
http://arxiv.org/abs/2409.06394
We consider a generalization of classic bootstrap percolation in which two competing processes concurrently evolve on the same graph $G(n,p)$. Nodes can be in one of three states, conveniently represented by different colors: red, black and white. In
Externí odkaz:
http://arxiv.org/abs/2405.00363
The sudden and rapid spread of the COVID_19 pandemic with its terrible consequences has put the management of governments and the various world institutions into a crisis. They have been subjected to a considerable economic effort to be taken to comb
Externí odkaz:
http://arxiv.org/abs/2401.02672
We prove large and moderate deviations for the output of Gaussian fully connected neural networks. The main achievements concern deep neural networks (i.e., when the model has more than one hidden layer) and hold for bounded and continuous pre-activa
Externí odkaz:
http://arxiv.org/abs/2401.01611
Publikováno v:
Open Physics, Vol 22, Iss 1, Pp 6376-93 (2024)
Intraocular lenses (IOLs) based on a transparent hydrophilic acrylic polymer have been irradiated by a 365 nm UV lamp at a 200 mJ/cm2 fluence and at different exposure times, from 1 h up to 19 h, in air and at room temperature. The macromolecular mod
Externí odkaz:
https://doaj.org/article/353b88571ce34569a8217401c811bae9
Autor:
Baldassarri, Bianca, He, Jiangang, Gopakumar, Abhijith, Griesemer, Sean, Salgado-Casanova, Adolfo J. A., Liu, Tzu-Chen, Torrisi, Steven B., Wolverton, Chris
The oxygen vacancy formation energy ($\Delta E_{vf}$) governs defect dynamics and is a useful metric to perform materials selection for a variety of applications. However, density functional theory (DFT) calculations of $\Delta E_{vf}$ come at a grea
Externí odkaz:
http://arxiv.org/abs/2309.01160
Autor:
Apollonio, Nicola, De Canditiis, Daniela, Franzina, Giovanni, Stolfi, Paola, Torrisi, Giovanni Luca
In this paper we provide explicit upper bounds on some distances between the (law of the) output of a random Gaussian NN and (the law of) a random Gaussian vector. Our results concern both shallow random Gaussian neural networks with univariate outpu
Externí odkaz:
http://arxiv.org/abs/2307.04486
Autor:
Simona D’Aprile, Simona Denaro, Alessandro Lavoro, Saverio Candido, Sebastiano Giallongo, Filippo Torrisi, Lucia Salvatorelli, Giacomo Lazzarino, Angela Maria Amorini, Giuseppe Lazzarino, Gaetano Magro, Daniele Tibullo, Massimo Libra, Cesarina Giallongo, Nunzio Vicario, Rosalba Parenti
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Glioblastoma (GBM) represents an aggressive brain tumor, characterized by intra- and inter-tumoral heterogeneity and therapy resistance, leading to unfavourable prognosis. An increasing number of studies pays attention on the regulation of f
Externí odkaz:
https://doaj.org/article/7eaa9777b99146f5a184b1842ad52832