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 and Kriging model in order to build space-dependent surrogate models was applied and validated. Preliminary results showed the feasibility of the approach.

INNOVATIVE 3D STOCHASTIC MODELLING OF ELECTRIC FIELDS IN CHILDREN BRAIN EXPOSED TO 50 HZ MAGNETIC FIELDS

Marta Bonato;Emma Chiaramello;Serena Fiocchi;Marta Parazzini;Gabriella Tognola;
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 and Kriging model in order to build space-dependent surrogate models was applied and validated. Preliminary results showed the feasibility of the approach.
2018
Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT
stochastic dosimetry
3d surrogate modeling
Kriging method
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/393895
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