Modeling Viscosity of Volcanic Melts With Artificial Neural Networks

Abstract Viscosity is of great importance in governing the dynamics of volcanoes, including their eruptive style. The viscosity of a volcanic melt is dominated by temperature and chemical composition, both oxides and water content. The changes in melt structure resulting from the interactions betwee...

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Bibliographic Details

Published in:	Geochemistry, Geophysics, Geosystems
Main Authors:	D. Langhammer, D. Di Genova, G. Steinle‐Neumann
Format:	Article
Language:	English
Published:	Wiley 2022-12-01
Subjects:	volcanoes viscosity silicate melt machine learning artificial neural network magma
Online Access:	https://doi.org/10.1029/2022GC010673