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Intelligent Methods with Applications in Volcanology and Seismology

Intelligent Methods with Applications in Volcanology and Seismology

Authors
Publisher Springer Nature
Year 01/03/2023
Version eBook: Reflowable eTextbook (ePub)
Language English
ISBN 9783031154324
Categories Earth sciences, Natural disasters, Mathematical & statistical software
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Book description

This book presents intelligent methods like neural, neuro-fuzzy, machine learning, deep learning and metaheuristic methods and their applications in both volcanology and seismology. The complex system of volcanoes and also earthquakes is a big challenge to identify their behavior using available models, which motivates scientists to apply non-model based methods. As there are lots of seismology and volcanology data sets, i.e., the local and global networks, one solution is using intelligent methods in which data-based algorithms are used. 

Intelligent Methods with Applications in Volcanology and Seismology

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