Geochemical Mechanics and Deep Neural Network Modeling is popular PDF and ePub book, written by Mitsuhiro Toriumi in 2022-08-19, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Geochemical Mechanics and Deep Neural Network Modeling can be Read Online from any device for your convenience.
Geochemical Mechanics and Deep Neural Network Modeling Book PDF Summary
The recent understandings about global earth mechanics are widely based on huge amounts of monitoring data accumulated using global networks of precise seismic stations, satellite monitoring of gravity, very large baseline interferometry, and the Global Positioning System. New discoveries in materials sciences of rocks and minerals and of rock deformation with fluid water in the earth also provide essential information. This book presents recent work on natural geometry, spatial and temporal distribution patterns of various cracks sealed by minerals, and time scales of their crack sealing in the plate boundary. Furthermore, the book includes a challenging investigation of stochastic earthquake prediction testing by means of the updated deep machine learning of a convolutional neural network with multi-labeling of large earthquakes and of the generative autoencoder modeling of global correlated seismicity. Their manifestation in this book contributes to the development of human society resilient from natural hazards. Presented here are (1) mechanics of natural crack sealing and fluid flow in the plate boundary regions, (2) large-scale permeable convection of the plate boundary, (3) the rapid process of massive extrusion of plate boundary rocks, (4) synchronous satellite gravity and global correlated seismicity, (5) Gaussian network dynamics of global correlated seismicity, and (6) prediction testing of plate boundary earthquakes by machine learning and generative autoencoders.
Detail Book of Geochemical Mechanics and Deep Neural Network Modeling PDF
- Author : Mitsuhiro Toriumi
- Release : 19 August 2022
- Publisher : Springer Nature
- ISBN : 9789811936593
- Genre : Science
- Total Page : 283 pages
- Language : English
- PDF File Size : 8,6 Mb
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