Physics of Geochemical Mechanics and Deep Neural Network Modeling with Diffusion Augmentation Applications to Earthquake Prediction /

This book provides a new data augmentation method based on the local stochastic distribution patterns in natural time series data of global and regional seismicity rates and their correlated seismicity rates. The augmentation procedure is called the diffusion – denoising augmentation method from the...

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Bibliographic Details

Main Author:	Toriumi, Mitsuhiro (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Singapore : Springer Nature Singapore : Imprint: Springer, 2025.
Edition:	1st ed. 2025.
Series:	Advances in Geological Science,
Subjects:	Geophysics. Geochemistry. Artificial intelligence. Natural disasters. Artificial Intelligence. Natural Hazards.
Online Access:	https://doi.org/10.1007/978-981-97-9376-1
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