FEM and ANN combined approach for predicting pressure source parameters at Etna volcano

A hybrid approach for forward and inverse geophysical modeling, based on Artificial Neural Networks (ANN) and Finite Element Method (FEM), is proposed in order to properly identify the parameters of volcanic pressure sources from geophysical observations at ground surface. The neural network is trai...

Full description

Bibliographic Details
Main Authors: A. Di Stefano, G. Currenti, C. Del Negro, L. Fortuna, G. Nunnari
Format: Article
Language:English
Published: Copernicus Publications 2010-05-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/17/273/2010/npg-17-273-2010.pdf