Search Results for author: Nicolò Oreste Pinciroli Vago

Found 4 papers, 1 papers with code

Time Series Analysis in Compressor-Based Machines: A Survey

no code implementations27 Feb 2024 Francesca Forbicini, Nicolò Oreste Pinciroli Vago, Piero Fraternali

In both industrial and residential contexts, compressor-based machines, such as refrigerators, HVAC systems, heat pumps and chillers, are essential to fulfil production and consumers' needs.

Change Point Detection Fault Detection +2

Predicting machine failures from multivariate time series: an industrial case study

no code implementations27 Feb 2024 Nicolò Oreste Pinciroli Vago, Francesca Forbicini, Piero Fraternali

Non-neural Machine Learning (ML) and Deep Learning (DL) models are often used to predict system failures in the context of industrial maintenance.

Binary Classification Time Series

DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing Data

1 code implementation2 May 2022 Nicolò Oreste Pinciroli Vago, Piero Fraternali

Gravitational lensing is the relativistic effect generated by massive bodies, which bend the space-time surrounding them.

Astronomy Image Classification +3

Using Convolutional Neural Networks for the Helicity Classification of Magnetic Fields

no code implementations12 Jun 2021 Nicolò Oreste Pinciroli Vago, Ibrahim A. Hameed, Michael Kachelriess

The presence of non-zero helicity in intergalactic magnetic fields is a smoking gun for their primordial origin since they have to be generated by processes that break CP invariance.

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