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

Author:   Mitsuhiro Toriumi
Publisher:   Springer Verlag, Singapore
Edition:   2024 ed.
ISBN:  

9789819793754


Pages:   288
Publication Date:   03 January 2025
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Physics of Geochemical Mechanics and Deep Neural Network Modeling with Diffusion Augmentation: Applications to Earthquake Prediction


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Author:   Mitsuhiro Toriumi
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Nature
Edition:   2024 ed.
ISBN:  

9789819793754


ISBN 10:   9819793750
Pages:   288
Publication Date:   03 January 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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Mitsuhiro Toriumi is a senior researcher at the Japan Agency for Marine–Earth Science and Technology (JAMSTEC) and an emeritus professor of The University of Tokyo. He is also an advisor of the National Institute of Fusion Science and was the Japan Science and Technology Agency. He was the scientific director of the Institute for Research on Earth Evolution (IFREE) in JAMSTEC from 2011 to 2013. He was a professor of complexity earth science, petrology, and structural geology at The University of Tokyo from 1991 to 2011. His research interests include metamorphic petrology, structural geology, rheology in the earth interior, global seismicity dynamics, and neural network modeling. He has published several books of earth sciences (global seismicity dynamics, data-driven science, neural network modeling of seismicity, and geochemical mechanics) in English.  

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