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Stochastic modelling of 3D electric field in children brain exposed to 50 Hz magnetic field

Conference Paper
Publication Date:
2018
abstract:
This study focused on the evaluation of the electric field induced in the brain grey matter of a 5 years child when exposed to uniform magnetic field at 50 Hz with uncertain orientation. An innovative approach that combines Principal Component Analysis (PCA) and Gaussian process regression (Kriging method) in order to build space-dependent surrogate models was applied and validated. Preliminary results showed the feasibility of the approach.
Iris type:
04.01 Contributo in Atti di convegno
Keywords:
stochastic dosimetry; ELF-MF exposure; surrogate modelling.
List of contributors:
Fiocchi, Serena; Chiaramello, Emma; Bonato, Marta; Ravazzani, PAOLO GIUSEPPE; Parazzini, Marta
Authors of the University:
BONATO MARTA
CHIARAMELLO EMMA
FIOCCHI SERENA
PARAZZINI MARTA
RAVAZZANI PAOLO GIUSEPPE
Handle:
https://iris.cnr.it/handle/20.500.14243/368932
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