Giuliana SIAS

University of Cagliari

Italy

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Articles (10)

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2022

Year:

2021

Year:

2021

Year:

2021

Year:

2020

Year:

2020

Collaborators (7)

Pedro Carvalho

Universidade de Lisboa Instituto de Plasmas e Fusão Nuclear

PORTUGAL

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Sara Sulis

Associate Professor of Electrical and Electronic Measurements

University of Cagliari

ITALY

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Barbara Cannas

Professor

Università degli Studi di Cagliari Cittadella Universitaria

ITALY

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FABIO PISANO

Associate Professor

University of Cagliari

ITALY

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Augusto Montisci

University of Cagliari

ITALY

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Holger Niemann

Max-Planck-Institut für Plasmaphysik Teilinstitut Greifswald

GERMANY

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CARLO MUSCAS

University of Cagliari

ITALY

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Giuliana SIAS

Research Interests

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Articles (10)

Automatic estimation of heat loads distribution on STRIKE through multi-layer perceptrons

Machine learning for solving the inverse thermal problem on STRIKE in real-time

Predicting Overload Risk on Plasma-Facing Components at Wendelstein 7-X from IR Imaging Using Self-Organizing Maps

A self-organised partition of the high dimensional plasma parameter space for plasma disruption prediction

Disruption prediction at JET through deep convolutional neural networks using spatiotemporal information from plasma profiles

Learning control coil currents from heat-flux images using convolutional neural networks at Wendelstein 7-X

A statistical approach for the automatic identification of the start of the chain of events leading to the disruptions at JET

NILM techniques applied to a real-time monitoring system of the electricity consumption

Forecasting-Aided Monitoring for the Distribution System State Estimation

Convolutional Neural Network for Seizure Detection of Nocturnal Frontal Lobe Epilepsy

Collaborators (7)

Pedro Carvalho

Sara Sulis

Barbara Cannas

FABIO PISANO

Augusto Montisci

Holger Niemann

CARLO MUSCAS

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