Modeling Viscosity of Volcanic Melts With Artificial Neural Networks

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

Internet

https://doi.org/10.1029/2022GC010673

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