This repository contains data and information regarding the paper: Stefano Berrone and Francesco Della Santa, “Performance Analysis of Multi-Task Deep Learning Models for Flux Regression in Discrete Fracture Networks” (to appear on the special issue “Quantitative Fractured Rock Hydrology” of Geosciences, ISSN 2076-3263). Summary: Analysis of underground flows in fractured […]
ALESSANDRO DE GREGORIO
9 posts
We are happy to announce that Francesco Della Santa has received the “Young Researcher Presenter” award at the XXIII Computational Methods in Water Resources (CMWR2020) for the presentation “Graph Informed Neural Networks for Flux Regression in Discrete Fracture Networks” (Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino). […]
Presenter: Andrea PasiniMonday, September 21st, 2020 16:30Location: Microsoft Teams – click here to join Andrea Pasini: Semantic Image Collection Summarization with Frequent Subgraph Mining Every day we generate large amounts of images and videos, including personal galleries, product catalogues and social data. Image collection summarization, with the aim of displaying […]
Presenter: Mirko PieropanWednesday, July 29th, 2020 16:30Location: Microsoft Teams – click here to join Mirko Pieropan: Expectation Propagation for the diluted Bayesian classifier Neural networks can learn a classification rule from examples by adapting their synaptic weights and are able to generalize to previously unseen data. We consider a diluted […]
Presenter: Alessandro De GregorioMonday, July 20th, 2020 16:30Location: Microsoft Teams – click here to join Alessandro De Gregorio: Coarse isometry for finite metric spaces Finite metric spaces are the object of study in many data analysis problems. We examine the concept of coarse isometry between finite metric spaces, to analyze […]
Presenter: Andrea Bordone MoliniMonday, July 6th, 2020 16:30Location: Microsoft Teams – click here to join Abstract Information extraction from synthetic aperture radar (SAR) images is heavily impaired by speckle noise, hence despeckling is a crucial preliminary step in scene analysis algorithms. The recent success of deep learning promises a new […]
Presenter: Michele CoccaMonday, June 22nd, 2020 16:30Location: Microsoft Teams – click here to join Michele Cocca: Data-driven allocation of Amazon’s sort centers The core of Amazon’s success is the efficient design and management of its delivery network. To reach this level of QoS, the scientific approach behind the freight delivery […]
Professors Prof. Francesco Vaccarino and Dr. Ulderico Fugacci Period and Duration April – June 2020 (20 hours/4 credits) Location Online Description Topological Data Analysis (TDA) is a novel framework of techniques, mainly devoted to producing summaries of complex data sets. Based on algebraic topology, TDA has several applications and presents […]
The Sixth Workshop for the Interdepartmental Center SmartData@PoliTO will be held on January 30th and 31st, 2020 in Torino at Castello del Valentino. Date: Thursday, January 30th and Friday, January 31st. Location: Castello del Valentino, Viale Mattioli, 39, 10125 Torino (TO). Thursday, January 30th Morning Session: 9:00 – 12:40 Physics-Informed […]